[Only including dataset "DataFrame"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical,
(i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).
• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical,
(i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).
• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Unnamed: 0
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_37
-0.83
sensor_35
0.68
sensor_36
0.63
sensor_13
0.56
sensor_34
0.55
sensor_48
0.52
sensor_23
0.43
sensor_22
0.38
sensor_26
0.35
sensor_06
0.35
sensor_30
0.30
sensor_25
0.30
sensor_32
0.29
sensor_14
0.28
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.07
MOST FREQUENT VALUES
0
1
<0.1%
146871
1
<0.1%
146873
1
<0.1%
146874
1
<0.1%
146875
1
<0.1%
146876
1
<0.1%
146877
1
<0.1%
146878
1
<0.1%
146879
1
<0.1%
146880
1
<0.1%
146881
1
<0.1%
146882
1
<0.1%
146883
1
<0.1%
146884
1
<0.1%
146885
1
<0.1%
SMALLEST VALUES
0
1
<0.1%
1
1
<0.1%
2
1
<0.1%
3
1
<0.1%
4
1
<0.1%
5
1
<0.1%
6
1
<0.1%
7
1
<0.1%
8
1
<0.1%
9
1
<0.1%
10
1
<0.1%
11
1
<0.1%
12
1
<0.1%
13
1
<0.1%
14
1
<0.1%
LARGEST VALUES
220319
1
<0.1%
220318
1
<0.1%
220317
1
<0.1%
220316
1
<0.1%
220315
1
<0.1%
220314
1
<0.1%
220313
1
<0.1%
220312
1
<0.1%
220311
1
<0.1%
220310
1
<0.1%
220309
1
<0.1%
220308
1
<0.1%
220307
1
<0.1%
220306
1
<0.1%
220305
1
<0.1%
timestamp
MISSING:
---
1
<1%
-
-
2018-04-01 00:00:00
1
<1%
-
-
2018-07-11 23:51:00
1
<1%
-
-
2018-07-11 23:53:00
1
<1%
-
-
2018-07-11 23:54:00
1
<1%
-
-
2018-07-11 23:55:00
1
<1%
-
-
2018-07-11 23:56:00
1
<1%
-
-
2018-07-11 23:57:00
1
<1%
-
-
2018-07-11 23:58:00
1
<1%
-
-
2018-07-11 23:59:00
1
<1%
-
-
2018-07-12 00:00:00
1
<1%
-
-
2018-07-12 00:01:00
1
<1%
-
-
2018-07-12 00:02:00
1
<1%
-
-
2018-07-12 00:03:00
1
<1%
-
-
2018-07-12 00:04:00
1
<1%
-
-
2018-07-12 00:05:00
1
<1%
-
-
2018-07-12 00:06:00
1
<1%
-
-
2018-07-12 00:07:00
1
<1%
-
-
2018-07-12 00:08:00
1
<1%
-
-
2018-07-12 00:09:00
1
<1%
-
-
2018-07-12 00:10:00
1
<1%
-
-
2018-07-12 00:11:00
1
<1%
-
-
2018-07-12 00:12:00
1
<1%
-
-
2018-07-12 00:13:00
1
<1%
-
-
2018-07-12 00:14:00
1
<1%
-
-
2018-07-12 00:15:00
1
<1%
-
-
2018-07-11 23:52:00
1
<1%
-
-
2018-07-11 23:50:00
1
<1%
-
-
2018-07-12 00:17:00
1
<1%
-
-
2018-07-11 23:49:00
1
<1%
-
-
2018-07-11 23:26:00
1
<1%
-
-
2018-07-11 23:27:00
1
<1%
-
-
2018-07-11 23:28:00
1
<1%
-
-
2018-07-11 23:29:00
1
<1%
-
-
2018-07-11 23:30:00
1
<1%
-
-
2018-07-11 23:31:00
1
<1%
-
-
2018-07-11 23:32:00
1
<1%
-
-
2018-07-11 23:33:00
1
<1%
-
-
2018-07-11 23:34:00
1
<1%
-
-
2018-07-11 23:35:00
1
<1%
-
-
2018-07-11 23:36:00
1
<1%
-
-
2018-07-11 23:37:00
1
<1%
-
-
2018-07-11 23:38:00
1
<1%
-
-
2018-07-11 23:39:00
1
<1%
-
-
2018-07-11 23:40:00
1
<1%
-
-
2018-07-11 23:41:00
1
<1%
-
-
2018-07-11 23:42:00
1
<1%
-
-
2018-07-11 23:43:00
1
<1%
-
-
2018-07-11 23:44:00
1
<1%
-
-
2018-07-11 23:45:00
1
<1%
-
-
2018-07-11 23:46:00
1
<1%
-
-
2018-07-11 23:47:00
1
<1%
-
-
2018-07-11 23:48:00
1
<1%
-
-
2018-07-12 00:16:00
1
<1%
-
-
2018-07-12 00:18:00
1
<1%
-
-
2018-07-11 23:24:00
1
<1%
-
-
2018-07-12 00:45:00
1
<1%
-
-
2018-07-12 00:47:00
1
<1%
-
-
2018-07-12 00:48:00
1
<1%
-
-
2018-07-12 00:49:00
1
<1%
-
-
2018-07-12 00:50:00
220,260
>99%
-
-
(Other)
sensor_00
MISSING:
10,208
(5%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_04
0.94
sensor_10
0.86
sensor_11
0.77
sensor_05
0.76
sensor_06
0.75
sensor_12
0.68
sensor_50
0.67
sensor_02
0.64
sensor_07
0.62
sensor_08
0.59
sensor_09
0.52
sensor_51
0.43
sensor_03
0.39
sensor_01
0.34
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.93
MOST FREQUENT VALUES
2.455556
11,076
5.3%
2.453588
10,125
4.8%
2.45162
9,191
4.4%
2.504745
7,516
3.6%
2.456539
7,431
3.5%
2.5076970000000003
7,319
3.5%
2.508681
7,015
3.3%
2.503762
6,415
3.1%
2.50081
5,872
2.8%
2.459491
4,971
2.4%
2.510648
4,965
2.4%
2.499826
4,922
2.3%
2.449653
4,702
2.2%
2.448669
4,441
2.1%
2.497859
3,721
1.8%
SMALLEST VALUES
0.0
19
<0.1%
0.0009837963
6
<0.1%
0.0019675926305353
1,664
0.8%
0.0019675929999999
646
0.3%
0.003935185
387
0.2%
0.0039351852610707
405
0.2%
0.0049189809999999
1
<0.1%
0.01475694
2
<0.1%
0.01967593
1
<0.1%
0.02164352
1
<0.1%
0.02361111
1
<0.1%
0.03443287
1
<0.1%
0.04525463
1
<0.1%
0.0541088
1
<0.1%
0.06099537
1
<0.1%
LARGEST VALUES
2.549016
1
<0.1%
2.548033
1
<0.1%
2.545081
15
<0.1%
2.5440970000000003
70
<0.1%
2.543113
6
<0.1%
2.54213
92
<0.1%
2.540162
116
<0.1%
2.539178
10
<0.1%
2.538194
108
<0.1%
2.537211
84
<0.1%
2.535243
5
<0.1%
2.534259
70
<0.1%
2.533276
82
<0.1%
2.532292
17
<0.1%
2.530324
147
<0.1%
sensor_01
MISSING:
369
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_02
0.74
sensor_03
0.69
sensor_04
0.68
sensor_50
0.62
sensor_10
0.60
sensor_11
0.56
sensor_06
0.51
sensor_12
0.51
sensor_07
0.48
sensor_09
0.47
sensor_08
0.46
sensor_38
0.38
sensor_49
0.37
sensor_48
0.34
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.58
MOST FREQUENT VALUES
49.21875
2,556
1.2%
48.4375
2,465
1.1%
48.4809
1,659
0.8%
48.91493
1,587
0.7%
48.56771
1,538
0.7%
50.0
1,529
0.7%
48.220490000000005
1,526
0.7%
49.26215
1,478
0.7%
48.26389
1,466
0.7%
48.87152
1,454
0.7%
48.61111
1,450
0.7%
48.78472
1,436
0.7%
48.17708
1,424
0.6%
48.35069
1,419
0.6%
47.78646
1,415
0.6%
SMALLEST VALUES
0.0
4
<0.1%
22.43924
1
<0.1%
32.20486
8
<0.1%
32.204860687255895
91
<0.1%
32.29166
6
<0.1%
32.2916641235352
62
<0.1%
32.3350677490234
58
<0.1%
32.33507
7
<0.1%
32.37847
8
<0.1%
32.3784713745117
38
<0.1%
32.421875
43
<0.1%
32.42188
8
<0.1%
32.508678436279304
11
<0.1%
32.50868
6
<0.1%
32.55208
5
<0.1%
LARGEST VALUES
56.727430000000005
1
<0.1%
56.51041
2
<0.1%
56.46701
6
<0.1%
56.42361
6
<0.1%
56.2934
4
<0.1%
56.25
7
<0.1%
56.2066
15
<0.1%
56.16319
10
<0.1%
56.07639
18
<0.1%
56.032990000000005
14
<0.1%
55.98958
13
<0.1%
55.946180000000005
14
<0.1%
55.85937
18
<0.1%
55.81596999999999
16
<0.1%
55.77257
12
<0.1%
sensor_02
MISSING:
19
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_03
0.82
sensor_04
0.82
sensor_10
0.76
sensor_50
0.75
sensor_01
0.74
sensor_11
0.71
sensor_12
0.69
sensor_06
0.66
sensor_00
0.64
sensor_07
0.61
sensor_09
0.60
sensor_08
0.55
sensor_38
0.38
sensor_48
0.38
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.79
MOST FREQUENT VALUES
51.69271
2,499
1.1%
51.6493
2,438
1.1%
51.6059
2,297
1.0%
51.73611
2,273
1.0%
52.126740000000005
2,241
1.0%
51.90972
2,221
1.0%
51.5191
2,211
1.0%
51.86632
2,203
1.0%
51.82291
2,196
1.0%
52.821180000000005
2,158
1.0%
52.17014
2,141
1.0%
52.95139
2,084
0.9%
51.17187
2,076
0.9%
51.47569
2,060
0.9%
51.43229
2,044
0.9%
SMALLEST VALUES
33.15972
12
<0.1%
33.1597213745117
60
<0.1%
33.203125
118
<0.1%
33.20313
16
<0.1%
33.246520000000004
11
<0.1%
33.246524810791
98
<0.1%
33.289928436279304
81
<0.1%
33.28993
13
<0.1%
33.376735687255895
27
<0.1%
33.376740000000005
9
<0.1%
33.420139312744105
43
<0.1%
33.42014
8
<0.1%
33.4635391235352
52
<0.1%
33.46354
8
<0.1%
33.50694
5
<0.1%
LARGEST VALUES
56.032990000000005
6
<0.1%
56.032985687255895
2
<0.1%
55.9895820617676
14
<0.1%
55.98958
20
<0.1%
55.946180000000005
27
<0.1%
55.9461784362793
10
<0.1%
55.85937118530271
25
<0.1%
55.85937
36
<0.1%
55.8159713745117
20
<0.1%
55.81596999999999
37
<0.1%
55.77257
33
<0.1%
55.7725677490234
19
<0.1%
55.729164123535206
1
<0.1%
55.72916
24
<0.1%
55.642360687255895
4
<0.1%
sensor_03
MISSING:
19
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_02
0.82
sensor_01
0.69
sensor_04
0.68
sensor_11
0.67
sensor_10
0.62
sensor_50
0.62
sensor_12
0.61
sensor_06
0.56
sensor_07
0.49
sensor_09
0.48
sensor_48
0.46
sensor_08
0.45
sensor_00
0.39
sensor_49
0.37
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.64
MOST FREQUENT VALUES
44.53125
2,819
1.3%
45.3125
2,394
1.1%
45.138885498046896
2,321
1.1%
44.6614570617676
2,220
1.0%
44.140625
2,149
1.0%
45.095485687255895
2,138
1.0%
44.748260498046896
2,122
1.0%
44.574649810790994
2,099
1.0%
44.791664123535206
2,070
0.9%
44.2708320617676
2,034
0.9%
42.96875
2,028
0.9%
44.704860687255895
2,021
0.9%
44.2274284362793
2,017
0.9%
44.4444427490234
2,014
0.9%
44.357635498046896
2,012
0.9%
SMALLEST VALUES
31.64062
2
<0.1%
31.6406230926514
7
<0.1%
31.6840267181396
3
<0.1%
31.68403
3
<0.1%
31.72743
2
<0.1%
31.77083
3
<0.1%
31.770832061767603
1
<0.1%
31.857637405395497
1
<0.1%
31.857640000000004
4
<0.1%
31.90104
20
<0.1%
31.9010410308838
133
<0.1%
31.944440000000004
22
<0.1%
31.9444427490234
99
<0.1%
31.9878463745117
34
<0.1%
31.98785
8
<0.1%
LARGEST VALUES
48.220490000000005
2
<0.1%
48.220485687255895
7
<0.1%
48.1770820617676
24
<0.1%
48.17708
4
<0.1%
48.13368
4
<0.1%
48.1336784362793
18
<0.1%
48.04688
7
<0.1%
48.046875
15
<0.1%
48.0034713745117
15
<0.1%
48.00347
9
<0.1%
47.96007
10
<0.1%
47.9600677490234
22
<0.1%
47.916664123535206
33
<0.1%
47.91666
12
<0.1%
47.829860687255895
18
<0.1%
sensor_04
MISSING:
19
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_00
0.94
sensor_10
0.91
sensor_11
0.86
sensor_02
0.82
sensor_06
0.80
sensor_12
0.80
sensor_50
0.77
sensor_07
0.69
sensor_03
0.68
sensor_01
0.68
sensor_08
0.63
sensor_09
0.61
sensor_48
0.39
sensor_05
0.39
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.92
MOST FREQUENT VALUES
3.3362269401550297
2,368
1.1%
634.375
1,779
0.8%
3.45196747779846
1,528
0.7%
3.60821747779846
1,350
0.6%
634.9537
1,249
0.6%
637.5
1,163
0.5%
632.0602
1,154
0.5%
631.4814
1,131
0.5%
630.3241
1,119
0.5%
631.25
1,073
0.5%
633.9119999999999
1,059
0.5%
634.4907
1,048
0.5%
633.7963
1,031
0.5%
632.6389
999
0.5%
632.9861
989
0.4%
SMALLEST VALUES
2.798032
5
<0.1%
2.7980322837829603
149
<0.1%
2.87326383590698
29
<0.1%
2.873264
1
<0.1%
2.9137728214263903
33
<0.1%
2.913773
3
<0.1%
2.954282
1
<0.1%
2.9542822837829603
13
<0.1%
2.9890044927597006
2
<0.1%
3.02951383590698
794
0.4%
3.029514
25
<0.1%
3.0700228214263903
3
<0.1%
3.070023
1
<0.1%
3.104745
20
<0.1%
3.1047452688217203
983
0.4%
LARGEST VALUES
800.0
1
<0.1%
765.8565
1
<0.1%
676.7361
1
<0.1%
674.768493652344
1
<0.1%
672.453674316406
1
<0.1%
671.9907
1
<0.1%
671.875
1
<0.1%
671.6435546875
1
<0.1%
671.4119999999999
1
<0.1%
670.6019
1
<0.1%
670.370361328125
1
<0.1%
669.907409667969
1
<0.1%
669.3287353515631
1
<0.1%
669.328674316406
1
<0.1%
668.1713
1
<0.1%
sensor_05
MISSING:
19
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_00
0.76
sensor_06
0.59
sensor_07
0.54
sensor_09
0.50
sensor_08
0.46
sensor_10
0.44
sensor_11
0.40
sensor_04
0.39
sensor_50
0.38
sensor_12
0.38
sensor_51
0.35
sensor_02
0.26
sensor_01
0.16
sensor_42
-0.15
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.43
MOST FREQUENT VALUES
0.0
8,037
3.6%
99.9998779296875
6,390
2.9%
99.99988
418
0.2%
99.99957
5
<0.1%
82.05275
4
<0.1%
73.20943
4
<0.1%
74.02611999999999
4
<0.1%
70.36365
4
<0.1%
72.42685999999999
4
<0.1%
78.03633
4
<0.1%
79.88875
4
<0.1%
71.17007
4
<0.1%
68.33376
4
<0.1%
82.03024
4
<0.1%
78.98878
4
<0.1%
SMALLEST VALUES
0.0
8,037
3.6%
0.000118766
1
<0.1%
0.0001349123
1
<0.1%
0.0001716716
1
<0.1%
0.0002552845
1
<0.1%
0.0002807215
2
<0.1%
0.0003172912
1
<0.1%
0.0003234834999999
1
<0.1%
0.0003421479
1
<0.1%
0.0003600861
1
<0.1%
0.0004085427
1
<0.1%
0.0004706802
2
<0.1%
0.0004856224
1
<0.1%
0.0005330301999999
1
<0.1%
0.0005597649
1
<0.1%
LARGEST VALUES
99.99988
418
0.2%
99.9998779296875
6,390
2.9%
99.99987
1
<0.1%
99.99986
3
<0.1%
99.99985
1
<0.1%
99.99982
2
<0.1%
99.99979
1
<0.1%
99.99978
1
<0.1%
99.99973
1
<0.1%
99.99969
1
<0.1%
99.99968
1
<0.1%
99.99967
2
<0.1%
99.99966
2
<0.1%
99.99965
1
<0.1%
99.99964
1
<0.1%
sensor_06
MISSING:
4,798
(2%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_07
0.85
sensor_04
0.80
sensor_09
0.78
sensor_08
0.76
sensor_10
0.76
sensor_11
0.75
sensor_00
0.75
sensor_12
0.67
sensor_02
0.66
sensor_50
0.61
sensor_05
0.59
sensor_03
0.56
sensor_01
0.51
sensor_48
0.44
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.85
MOST FREQUENT VALUES
14.60503
6,253
2.9%
14.64844
5,483
2.5%
13.317420000000002
5,368
2.5%
13.34635
5,261
2.4%
14.5761
4,934
2.3%
15.11863
4,659
2.2%
13.38252
4,360
2.0%
15.0897
4,187
1.9%
13.59954
4,180
1.9%
13.5923
4,173
1.9%
13.628470000000002
3,979
1.8%
13.288479999999998
3,858
1.8%
14.098670000000002
3,849
1.8%
13.56337
3,833
1.8%
14.677370000000002
3,711
1.7%
SMALLEST VALUES
0.01446759
306
0.1%
0.0144675923511386
437
0.2%
0.02893518
460
0.2%
0.0289351847022772
2,457
1.1%
0.03616898
1
<0.1%
2.886285
1
<0.1%
2.958623
1
<0.1%
2.97309
2
<0.1%
2.980324
2
<0.1%
2.994792
2
<0.1%
3.002025
14
<0.1%
3.009259
43
<0.1%
3.016493
93
<0.1%
3.01649308204651
11
<0.1%
3.0309605598449703
7
<0.1%
LARGEST VALUES
22.25116
1
<0.1%
22.16435
1
<0.1%
22.07755
3
<0.1%
22.00521
2
<0.1%
21.39034
2
<0.1%
21.31076
1
<0.1%
18.22193
2
<0.1%
18.18576
1
<0.1%
18.1713
13
<0.1%
18.16406
1
<0.1%
18.15683
1
<0.1%
18.13513
1
<0.1%
18.11343
19
<0.1%
18.09896
12
<0.1%
18.06279
13
<0.1%
sensor_07
MISSING:
5,451
(2%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_08
0.91
sensor_09
0.90
sensor_06
0.85
sensor_04
0.69
sensor_10
0.64
sensor_11
0.63
sensor_00
0.62
sensor_02
0.61
sensor_12
0.55
sensor_05
0.54
sensor_50
0.52
sensor_03
0.49
sensor_01
0.48
sensor_51
0.35
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.82
MOST FREQUENT VALUES
16.16753
27,629
12.9%
16.6522
15,190
7.1%
16.21094
14,904
6.9%
16.13136
14,769
6.9%
16.70284
13,164
6.1%
16.42795
7,103
3.3%
15.661170000000002
7,091
3.3%
15.625
6,773
3.2%
16.6088
6,247
2.9%
16.391779999999997
5,535
2.6%
16.124129999999997
5,069
2.4%
15.6684
4,716
2.2%
15.91435
4,296
2.0%
16.24711
3,796
1.8%
16.75347
3,795
1.8%
SMALLEST VALUES
0.0
6
<0.1%
0.007233796
2
<0.1%
0.01446759
2
<0.1%
0.02893518
31
<0.1%
0.0289351847022772
22
<0.1%
0.03616898
264
0.1%
0.0361689813435078
3,126
1.5%
0.04340278
2
<0.1%
3.038194
1
<0.1%
3.045428
2
<0.1%
3.06713
1
<0.1%
3.110532
1
<0.1%
3.233507
1
<0.1%
3.84838
1
<0.1%
5.396412000000001
1
<0.1%
LARGEST VALUES
23.59664
4
<0.1%
23.51707
3
<0.1%
23.50984
10
<0.1%
23.5026
1
<0.1%
23.4158
44
<0.1%
23.4157981872559
1
<0.1%
23.328992843627898
4
<0.1%
23.32899
76
<0.1%
23.32176
8
<0.1%
23.28559
1
<0.1%
23.26389
1
<0.1%
23.2349529266357
1
<0.1%
23.23495
46
<0.1%
23.22772
13
<0.1%
23.22049
1
<0.1%
sensor_08
MISSING:
5,107
(2%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_07
0.91
sensor_09
0.84
sensor_06
0.76
sensor_04
0.63
sensor_00
0.59
sensor_10
0.59
sensor_11
0.57
sensor_02
0.55
sensor_12
0.50
sensor_05
0.46
sensor_50
0.46
sensor_01
0.46
sensor_03
0.45
sensor_51
0.31
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.78
MOST FREQUENT VALUES
15.65393
14,191
6.6%
15.69734
13,521
6.3%
15.617770000000002
10,505
4.9%
15.18374
10,187
4.7%
15.147570000000002
9,101
4.2%
15.73351
8,527
4.0%
15.22714
8,140
3.8%
15.11863
6,956
3.2%
15.41522
6,574
3.1%
15.26331
6,364
3.0%
15.45139
6,165
2.9%
15.37182
6,030
2.8%
15.56713
6,011
2.8%
15.33565
5,524
2.6%
15.29224
5,475
2.5%
SMALLEST VALUES
0.02893518
331
0.2%
0.0289351847022772
2,652
1.2%
0.03616898
94
<0.1%
0.0361689813435078
11
<0.1%
3.016493
1
<0.1%
3.081597
1
<0.1%
6.1559610000000005
2
<0.1%
7.045717
2
<0.1%
7.060185000000001
1
<0.1%
7.067419
6
<0.1%
7.081886
2
<0.1%
7.089119999999999
1
<0.1%
7.096353999999999
1
<0.1%
7.747396000000001
1
<0.1%
7.949942
1
<0.1%
LARGEST VALUES
24.34896
2
<0.1%
24.26215
9
<0.1%
24.24768
35
<0.1%
24.21152
2
<0.1%
24.16811
24
<0.1%
24.16088
83
<0.1%
24.160879135131804
11
<0.1%
24.08131
1
<0.1%
24.06684
9
<0.1%
24.05961
30
<0.1%
23.98003
1
<0.1%
23.95833
2
<0.1%
23.30729
2
<0.1%
23.22049
14
<0.1%
23.14091
7
<0.1%
sensor_09
MISSING:
4,595
(2%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_07
0.90
sensor_08
0.84
sensor_06
0.78
sensor_04
0.61
sensor_02
0.60
sensor_10
0.58
sensor_11
0.55
sensor_00
0.52
sensor_05
0.50
sensor_03
0.48
sensor_01
0.47
sensor_12
0.47
sensor_50
0.47
sensor_51
0.31
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.76
MOST FREQUENT VALUES
15.08247
46,069
21.4%
15.11863
35,975
16.7%
15.05353
28,164
13.1%
15.16204
12,090
5.6%
14.82205
8,241
3.8%
15.010129999999998
8,157
3.8%
14.85822
8,023
3.7%
15.0897
4,529
2.1%
14.79311
3,772
1.7%
14.90162
3,495
1.6%
0.0072337961755693
3,267
1.5%
15.588829999999998
2,577
1.2%
15.12587
2,356
1.1%
15.06076
2,234
1.0%
15.19821
2,201
1.0%
SMALLEST VALUES
0.0
1
<0.1%
0.007233796
337
0.2%
0.0072337961755693
3,267
1.5%
3.327546
1
<0.1%
4.492188
1
<0.1%
4.824942
2
<0.1%
4.969618
1
<0.1%
5.027488
1
<0.1%
5.034722
1
<0.1%
5.041956
1
<0.1%
5.143229
1
<0.1%
5.367477
2
<0.1%
5.381944
1
<0.1%
5.439815
1
<0.1%
5.454282
1
<0.1%
LARGEST VALUES
25.0
149
<0.1%
24.97106
21
<0.1%
24.963830947876
2
<0.1%
24.96383
24
<0.1%
24.87703
6
<0.1%
24.86256
3
<0.1%
24.77575
1
<0.1%
24.76852
1
<0.1%
22.29456
1
<0.1%
22.21499
3
<0.1%
22.12818
16
<0.1%
22.11371
6
<0.1%
22.04138
15
<0.1%
22.03414
1
<0.1%
21.96904
7
<0.1%
sensor_10
MISSING:
19
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_04
0.91
sensor_00
0.86
sensor_11
0.83
sensor_12
0.77
sensor_06
0.76
sensor_50
0.76
sensor_02
0.76
sensor_07
0.64
sensor_03
0.62
sensor_01
0.60
sensor_08
0.59
sensor_09
0.58
sensor_05
0.44
sensor_40
0.39
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.87
MOST FREQUENT VALUES
0.0
326
0.1%
0.2459489999999999
254
0.1%
0.2459491
212
<0.1%
0.245949074625969
192
<0.1%
0.2705439329147339
139
<0.1%
0.245949044823647
136
<0.1%
0.221354141831398
109
<0.1%
0.270544
98
<0.1%
0.2213541
93
<0.1%
0.2213542
90
<0.1%
0.2705439
72
<0.1%
0.1229744999999999
54
<0.1%
0.270543992519379
48
<0.1%
0.9592014
36
<0.1%
0.9837963
29
<0.1%
SMALLEST VALUES
0.0
326
0.1%
0.000367043
1
<0.1%
0.0004275953
1
<0.1%
0.0006993474
1
<0.1%
0.001006473
1
<0.1%
0.001481474
1
<0.1%
0.00155764
1
<0.1%
0.00162678
1
<0.1%
0.001722564
1
<0.1%
0.0026878279999999
1
<0.1%
0.002761867
1
<0.1%
0.00279982
1
<0.1%
0.003005468
1
<0.1%
0.0030070879999999
1
<0.1%
0.003736192
1
<0.1%
LARGEST VALUES
76.10686
1
<0.1%
75.17999
1
<0.1%
73.27046
1
<0.1%
73.19315
1
<0.1%
72.96533000000001
1
<0.1%
71.47169
1
<0.1%
71.17671
1
<0.1%
70.0057
1
<0.1%
67.99450999999999
1
<0.1%
67.98958
1
<0.1%
67.15187
2
<0.1%
66.87868
1
<0.1%
66.75164000000001
1
<0.1%
66.29169
1
<0.1%
65.99416
1
<0.1%
sensor_11
MISSING:
19
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_04
0.86
sensor_12
0.83
sensor_10
0.83
sensor_50
0.80
sensor_00
0.77
sensor_06
0.75
sensor_02
0.71
sensor_03
0.67
sensor_07
0.63
sensor_08
0.57
sensor_48
0.57
sensor_01
0.56
sensor_09
0.55
sensor_13
0.47
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.82
MOST FREQUENT VALUES
0.0
4,053
1.8%
0.0868055522441864
899
0.4%
0.0868055671453476
719
0.3%
0.08680555
512
0.2%
0.069444440305233
456
0.2%
0.08680557
341
0.2%
60.0
193
<0.1%
0.03472222
155
<0.1%
0.06944446
138
<0.1%
0.01736111
103
<0.1%
0.06944444
96
<0.1%
0.0694444552063942
66
<0.1%
0.1041666999999999
59
<0.1%
0.0347222201526165
53
<0.1%
59.99999618530271
50
<0.1%
SMALLEST VALUES
0.0
4,053
1.8%
0.0001049914999999
1
<0.1%
0.0001051264999999
1
<0.1%
0.0001171112999999
1
<0.1%
0.0001239892
2
<0.1%
0.0001339178
2
<0.1%
0.0001499879
1
<0.1%
0.0001503145
1
<0.1%
0.0001844625999999
1
<0.1%
0.0001874779999999
1
<0.1%
0.0002057834
2
<0.1%
0.0002417141999999
1
<0.1%
0.0003114252
1
<0.1%
0.0003360097
1
<0.1%
0.0003771848999999
1
<0.1%
LARGEST VALUES
60.0
193
<0.1%
59.99999618530271
50
<0.1%
59.99999
5
<0.1%
59.99998000000001
2
<0.1%
59.99997
2
<0.1%
59.99995
1
<0.1%
59.99994
1
<0.1%
59.999930000000006
1
<0.1%
59.99986
1
<0.1%
59.99981
2
<0.1%
59.999680000000005
1
<0.1%
59.9996
1
<0.1%
59.99958
1
<0.1%
59.99957
1
<0.1%
59.99955
1
<0.1%
sensor_12
MISSING:
19
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_11
0.83
sensor_04
0.80
sensor_10
0.77
sensor_50
0.72
sensor_02
0.69
sensor_00
0.68
sensor_06
0.67
sensor_03
0.61
sensor_07
0.55
sensor_01
0.51
sensor_48
0.50
sensor_08
0.50
sensor_09
0.47
sensor_13
0.40
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.76
MOST FREQUENT VALUES
0.0
13,057
5.9%
0.02604167
37
<0.1%
0.05208333
34
<0.1%
0.0520833283662796
33
<0.1%
0.02604166
33
<0.1%
0.0260416679084301
31
<0.1%
0.01302083
24
<0.1%
0.0130208320915699
16
<0.1%
0.0520833358168602
10
<0.1%
0.0260416641831398
9
<0.1%
0.002277697
7
<0.1%
0.0001543376
7
<0.1%
0.05208334
6
<0.1%
35.09208
6
<0.1%
33.7029
6
<0.1%
SMALLEST VALUES
0.0
13,057
5.9%
0.0001102411
3
<0.1%
0.0001155393
1
<0.1%
0.0001254956
1
<0.1%
0.0001257243
1
<0.1%
0.0001307387
1
<0.1%
0.0001321305
1
<0.1%
0.0001335568
1
<0.1%
0.0001424591
1
<0.1%
0.0001529654
1
<0.1%
0.0001543376
7
<0.1%
0.0001552243
1
<0.1%
0.0001574872999999
1
<0.1%
0.0001736157
1
<0.1%
0.0001828561
1
<0.1%
LARGEST VALUES
45.0
5
<0.1%
44.99987
1
<0.1%
44.99877
1
<0.1%
44.96675
1
<0.1%
44.94452
1
<0.1%
44.9105
1
<0.1%
44.90189
1
<0.1%
44.89951
1
<0.1%
44.88778
1
<0.1%
44.8481
1
<0.1%
44.76107
1
<0.1%
44.72995
1
<0.1%
44.72053
1
<0.1%
44.71567
1
<0.1%
44.5788
1
<0.1%
sensor_13
MISSING:
19
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Unnamed: 0
0.56
sensor_48
0.55
sensor_37
-0.52
sensor_11
0.47
sensor_12
0.40
sensor_35
0.38
sensor_06
0.37
sensor_36
0.34
sensor_03
0.33
sensor_40
0.32
sensor_23
0.32
sensor_49
0.30
sensor_30
0.29
sensor_04
0.28
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.27
MOST FREQUENT VALUES
0.0
15,142
6.9%
0.05787037
322
0.1%
0.02314815
229
0.1%
0.01157407
144
<0.1%
0.06944445
125
<0.1%
0.06944443
114
<0.1%
0.0462963
108
<0.1%
0.08101851
105
<0.1%
0.08101852
82
<0.1%
0.1041666999999999
74
<0.1%
0.0231481455266476
73
<0.1%
0.0694444477558136
69
<0.1%
0.0115740746259689
46
<0.1%
0.04629629
44
<0.1%
0.0694444328546524
44
<0.1%
SMALLEST VALUES
0.0
15,142
6.9%
0.000100941
1
<0.1%
0.0001026852
1
<0.1%
0.0001098747
1
<0.1%
0.0001199903
1
<0.1%
0.0001275408
1
<0.1%
0.0001327996
1
<0.1%
0.0001333748
1
<0.1%
0.000135176
1
<0.1%
0.0001371888999999
2
<0.1%
0.0001371891
1
<0.1%
0.0001394395999999
1
<0.1%
0.0001499388
1
<0.1%
0.0001708864
1
<0.1%
0.0001791744
2
<0.1%
LARGEST VALUES
31.18755
1
<0.1%
30.70164
1
<0.1%
30.17685
1
<0.1%
28.75764
1
<0.1%
27.99255
1
<0.1%
26.95825
1
<0.1%
26.68483
1
<0.1%
25.90669
1
<0.1%
25.84973
1
<0.1%
25.68402
1
<0.1%
25.50974
1
<0.1%
25.48285
1
<0.1%
25.42383
1
<0.1%
25.37679
1
<0.1%
25.31104
1
<0.1%
sensor_14
MISSING:
21
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_16
0.99
sensor_19
0.98
sensor_20
0.98
sensor_22
0.97
sensor_25
0.97
sensor_21
0.97
sensor_24
0.96
sensor_23
0.96
sensor_17
0.93
sensor_26
0.93
sensor_18
0.90
sensor_33
0.84
sensor_30
0.79
sensor_32
0.79
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.09
MOST FREQUENT VALUES
36.5835609436035
1,887
0.9%
40.901649475097706
1,212
0.6%
36.583549499511705
1,068
0.5%
40.90165
806
0.4%
36.58356
614
0.3%
40.901668548584
612
0.3%
36.58355
478
0.2%
40.90167
392
0.2%
65.9519500732422
246
0.1%
65.95193481445311
196
<0.1%
43.5431327819824
165
<0.1%
67.6218643188477
128
<0.1%
47.22918
119
<0.1%
67.62186
102
<0.1%
47.229175567627
97
<0.1%
SMALLEST VALUES
32.40955
1
<0.1%
33.00012
1
<0.1%
33.22868
1
<0.1%
33.26525
2
<0.1%
33.2778
1
<0.1%
33.39557
1
<0.1%
33.3960571289063
35
<0.1%
33.39606
5
<0.1%
33.396068572998
92
<0.1%
33.39607
76
<0.1%
33.39608
4
<0.1%
33.39609
2
<0.1%
33.3961
1
<0.1%
33.39611
2
<0.1%
33.39612
1
<0.1%
LARGEST VALUES
500.0
50
<0.1%
499.9999694824221
15
<0.1%
499.9998
1
<0.1%
499.9988
1
<0.1%
499.9987
1
<0.1%
499.9986
1
<0.1%
499.9984
1
<0.1%
499.9944
1
<0.1%
499.9933
2
<0.1%
499.9853
1
<0.1%
499.9353
1
<0.1%
499.8773
1
<0.1%
499.6192
1
<0.1%
499.4139
1
<0.1%
499.3825
1
<0.1%
sensor_15
MISSING:
220,320
(100%)
sensor_16
MISSING:
31
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_14
0.99
sensor_19
0.98
sensor_20
0.98
sensor_21
0.97
sensor_25
0.97
sensor_22
0.97
sensor_24
0.97
sensor_23
0.96
sensor_17
0.95
sensor_26
0.93
sensor_18
0.93
sensor_33
0.86
sensor_30
0.81
sensor_32
0.81
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.09
MOST FREQUENT VALUES
31.8853759765625
2,023
0.9%
0.0
1,634
0.7%
31.885366439819304
853
0.4%
31.88538
578
0.3%
31.88537
481
0.2%
49.3965950012207
402
0.2%
49.3966
268
0.1%
49.39661
183
<0.1%
63.7707328796387
153
<0.1%
49.396610260009794
114
<0.1%
63.77073000000001
48
<0.1%
31.88536
36
<0.1%
49.39658
17
<0.1%
31.88535
17
<0.1%
63.770751953125
15
<0.1%
SMALLEST VALUES
0.0
1,634
0.7%
0.0001202361
2
<0.1%
0.0001218276
1
<0.1%
0.000124211
1
<0.1%
0.0001277114
1
<0.1%
0.0001689002999999
1
<0.1%
0.0001793702999999
1
<0.1%
0.0001910776
1
<0.1%
0.0002356716999999
1
<0.1%
0.000250821
1
<0.1%
0.0002614689
1
<0.1%
0.0003299268
1
<0.1%
0.0004618975
2
<0.1%
0.0004677594999999
1
<0.1%
0.0004771689
1
<0.1%
LARGEST VALUES
739.7415
1
<0.1%
736.3769
1
<0.1%
735.0438
1
<0.1%
734.3804
1
<0.1%
733.0999
1
<0.1%
732.6217
1
<0.1%
728.6089
2
<0.1%
722.3339
2
<0.1%
708.6473
1
<0.1%
707.3391
1
<0.1%
707.2413
1
<0.1%
706.7054
1
<0.1%
706.2239999999999
1
<0.1%
705.5004
1
<0.1%
703.4888
1
<0.1%
sensor_17
MISSING:
46
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_18
0.98
sensor_16
0.95
sensor_19
0.93
sensor_14
0.93
sensor_21
0.93
sensor_24
0.93
sensor_20
0.93
sensor_22
0.92
sensor_25
0.92
sensor_23
0.91
sensor_26
0.89
sensor_33
0.86
sensor_32
0.82
sensor_30
0.81
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.07
MOST FREQUENT VALUES
0.0
14,940
6.8%
71.5451354980469
480
0.2%
599.999938964844
399
0.2%
59.4503364562988
283
0.1%
59.45034
267
0.1%
599.9999
163
<0.1%
71.5451126098633
68
<0.1%
41.306602478027294
62
<0.1%
59.45036
53
<0.1%
71.54514
46
<0.1%
59.450355529785206
42
<0.1%
59.45033000000001
18
<0.1%
41.3066
14
<0.1%
71.54511
12
<0.1%
41.30659
12
<0.1%
SMALLEST VALUES
0.0
14,940
6.8%
0.0001043596999999
1
<0.1%
0.000104897
1
<0.1%
0.0001567164
2
<0.1%
0.0002838479
1
<0.1%
0.0005063378
1
<0.1%
0.0005078287999999
1
<0.1%
0.0007925197
1
<0.1%
0.0008425736
1
<0.1%
0.001212087
1
<0.1%
0.00130907
1
<0.1%
0.0013297779999999
1
<0.1%
0.0013488039999999
1
<0.1%
0.002015385
1
<0.1%
0.002019783
1
<0.1%
LARGEST VALUES
599.999938964844
399
0.2%
599.9999
163
<0.1%
599.9998
5
<0.1%
599.9997
1
<0.1%
599.9996
5
<0.1%
599.9995
1
<0.1%
599.9994
1
<0.1%
599.9993
2
<0.1%
599.9991
2
<0.1%
599.999
3
<0.1%
599.9987
1
<0.1%
599.9984
4
<0.1%
599.9983
1
<0.1%
599.9982
1
<0.1%
599.998
1
<0.1%
sensor_18
MISSING:
46
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_17
0.98
sensor_16
0.93
sensor_21
0.91
sensor_19
0.91
sensor_20
0.91
sensor_24
0.90
sensor_14
0.90
sensor_22
0.90
sensor_25
0.90
sensor_23
0.89
sensor_26
0.88
sensor_33
0.85
sensor_30
0.82
sensor_32
0.81
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.07
MOST FREQUENT VALUES
0.0
15,021
6.8%
0.0607638955116272
478
0.2%
0.0419560112059116
283
0.1%
0.04195601
268
0.1%
0.0607638806104659
69
<0.1%
0.0202546324580908
62
<0.1%
0.04195603
53
<0.1%
0.0607639
48
<0.1%
0.0419560261070728
42
<0.1%
0.02025463
26
<0.1%
0.041956
19
<0.1%
0.06076388
13
<0.1%
0.0202546250075102
12
<0.1%
2.537431
9
<0.1%
2.524994
8
<0.1%
SMALLEST VALUES
0.0
15,021
6.8%
0.0001007909
1
<0.1%
0.0001011759
1
<0.1%
0.0001030587
1
<0.1%
0.0001067154
1
<0.1%
0.0001071619
3
<0.1%
0.0001096696
1
<0.1%
0.0001134088
1
<0.1%
0.0001187869
1
<0.1%
0.0001194595
1
<0.1%
0.0001226326
1
<0.1%
0.0001240416
1
<0.1%
0.0001309542
1
<0.1%
0.0001315236
3
<0.1%
0.0001340968
1
<0.1%
LARGEST VALUES
4.87325
2
<0.1%
4.813685
1
<0.1%
4.783127
1
<0.1%
4.782341000000001
1
<0.1%
4.764743
1
<0.1%
4.728242
1
<0.1%
4.720681
1
<0.1%
4.719029
1
<0.1%
4.719002
1
<0.1%
4.700932
1
<0.1%
4.692702
1
<0.1%
4.692367
1
<0.1%
4.689695
1
<0.1%
4.689637
2
<0.1%
4.688238
1
<0.1%
sensor_19
MISSING:
16
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_20
1.00
sensor_21
1.00
sensor_22
0.99
sensor_24
0.99
sensor_25
0.98
sensor_14
0.98
sensor_16
0.98
sensor_23
0.98
sensor_26
0.95
sensor_17
0.93
sensor_18
0.91
sensor_33
0.86
sensor_30
0.83
sensor_32
0.82
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.09
MOST FREQUENT VALUES
0.0
16,692
7.6%
19.56587
182
<0.1%
43.75061
177
<0.1%
43.750606536865206
121
<0.1%
19.565866470336896
107
<0.1%
43.7506103515625
101
<0.1%
19.5658683776855
74
<0.1%
58.6976
37
<0.1%
58.6975975036621
19
<0.1%
666.7819
15
<0.1%
665.0018
14
<0.1%
666.5157
14
<0.1%
665.8759
14
<0.1%
666.3433
14
<0.1%
666.1171
14
<0.1%
SMALLEST VALUES
0.0
16,692
7.6%
2.660331
1
<0.1%
2.697511
1
<0.1%
2.74407
1
<0.1%
2.800529
1
<0.1%
2.910475
1
<0.1%
3.15266
1
<0.1%
3.217652
2
<0.1%
3.224376
1
<0.1%
3.228066
1
<0.1%
3.332649
1
<0.1%
3.401511
1
<0.1%
3.564681
3
<0.1%
3.760512
1
<0.1%
3.80665
1
<0.1%
LARGEST VALUES
878.9179
1
<0.1%
758.898
1
<0.1%
754.9331
1
<0.1%
748.3309
1
<0.1%
747.6915
1
<0.1%
744.5418
1
<0.1%
744.2624
1
<0.1%
741.0817
1
<0.1%
740.4803
1
<0.1%
740.0742
1
<0.1%
739.7739999999999
1
<0.1%
739.2776
1
<0.1%
738.6445
1
<0.1%
738.0552
1
<0.1%
737.9577
2
<0.1%
sensor_20
MISSING:
16
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_19
1.00
sensor_21
1.00
sensor_22
0.99
sensor_25
0.98
sensor_24
0.98
sensor_14
0.98
sensor_23
0.98
sensor_16
0.98
sensor_26
0.95
sensor_17
0.93
sensor_18
0.91
sensor_33
0.86
sensor_30
0.84
sensor_32
0.82
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.09
MOST FREQUENT VALUES
0.0
102
<0.1%
399.7202
23
<0.1%
399.8719
22
<0.1%
399.3224
22
<0.1%
399.4832
22
<0.1%
398.9661
21
<0.1%
399.8681
20
<0.1%
399.4268
20
<0.1%
399.6316
20
<0.1%
399.6628
20
<0.1%
399.8889
20
<0.1%
399.788
20
<0.1%
399.4362
20
<0.1%
399.8593
19
<0.1%
399.5366
19
<0.1%
SMALLEST VALUES
0.0
102
<0.1%
4.228029
1
<0.1%
4.289954
1
<0.1%
4.670778
1
<0.1%
5.185568
1
<0.1%
5.321227
1
<0.1%
5.695437
1
<0.1%
10.40381
1
<0.1%
10.85345
1
<0.1%
10.93439
1
<0.1%
11.10627
1
<0.1%
12.16733
1
<0.1%
13.5202
1
<0.1%
13.62555
1
<0.1%
14.00592
1
<0.1%
LARGEST VALUES
448.9079
1
<0.1%
448.5782
1
<0.1%
448.4302
1
<0.1%
448.4186
1
<0.1%
448.2098
1
<0.1%
448.0634
1
<0.1%
448.0148
1
<0.1%
448.0117
1
<0.1%
447.86300000000006
1
<0.1%
447.8501
1
<0.1%
447.85
1
<0.1%
447.8084
1
<0.1%
447.784
1
<0.1%
447.655
1
<0.1%
447.6072
1
<0.1%
sensor_21
MISSING:
16
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_20
1.00
sensor_19
1.00
sensor_24
0.98
sensor_22
0.98
sensor_25
0.98
sensor_23
0.98
sensor_16
0.97
sensor_14
0.97
sensor_26
0.95
sensor_17
0.93
sensor_18
0.91
sensor_33
0.87
sensor_30
0.85
sensor_32
0.83
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.08
MOST FREQUENT VALUES
881.7505
16
<0.1%
879.5413
15
<0.1%
880.2515
14
<0.1%
880.1204
14
<0.1%
881.6263
14
<0.1%
880.7439
14
<0.1%
880.1489999999999
14
<0.1%
880.4993
13
<0.1%
881.1185
13
<0.1%
880.2971
13
<0.1%
880.6616
13
<0.1%
880.3035
13
<0.1%
880.4594
13
<0.1%
879.5428
13
<0.1%
880.6882
13
<0.1%
SMALLEST VALUES
95.52766
1
<0.1%
98.76915
1
<0.1%
102.5261
1
<0.1%
102.7184
1
<0.1%
103.3426
1
<0.1%
103.6503
1
<0.1%
103.8938
1
<0.1%
104.1135
1
<0.1%
104.1276
1
<0.1%
104.3582
1
<0.1%
104.5502
1
<0.1%
104.8853
1
<0.1%
104.97
1
<0.1%
105.3136
1
<0.1%
105.6913
1
<0.1%
LARGEST VALUES
1107.526
1
<0.1%
1105.29
1
<0.1%
1102.399
1
<0.1%
1101.507
1
<0.1%
1101.242
1
<0.1%
1100.413
1
<0.1%
1099.732
1
<0.1%
1099.711
1
<0.1%
1098.954
1
<0.1%
1098.882
1
<0.1%
1098.851
1
<0.1%
1098.846
1
<0.1%
1098.742
1
<0.1%
1098.117
1
<0.1%
1098.065
1
<0.1%
sensor_22
MISSING:
41
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_19
0.99
sensor_23
0.99
sensor_20
0.99
sensor_21
0.98
sensor_25
0.98
sensor_24
0.98
sensor_14
0.97
sensor_16
0.97
sensor_26
0.96
sensor_17
0.92
sensor_18
0.90
sensor_33
0.84
sensor_32
0.83
sensor_30
0.83
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.08
MOST FREQUENT VALUES
0.0
14,725
6.7%
59.3839530944824
353
0.2%
32.205471038818395
295
0.1%
66.0015716552734
209
<0.1%
14.4027233123779
146
<0.1%
43.20817565917971
146
<0.1%
32.20547
138
<0.1%
59.3839645385742
119
<0.1%
43.2081718444824
102
<0.1%
72.0136184692383
99
<0.1%
43.20818
87
<0.1%
66.00157
69
<0.1%
14.40272
68
<0.1%
53.89006
58
<0.1%
66.00158
46
<0.1%
SMALLEST VALUES
0.0
14,725
6.7%
2.082896
1
<0.1%
2.091126
1
<0.1%
2.096172
1
<0.1%
2.107933
1
<0.1%
2.136743
1
<0.1%
2.146921
2
<0.1%
2.1852970000000003
1
<0.1%
2.266619
1
<0.1%
2.345112
1
<0.1%
2.373511
1
<0.1%
2.404761
1
<0.1%
2.486022
1
<0.1%
2.503925
1
<0.1%
2.594244
1
<0.1%
LARGEST VALUES
594.0611
1
<0.1%
594.0569
1
<0.1%
594.0544
1
<0.1%
593.5901
1
<0.1%
593.3845
1
<0.1%
593.1639
1
<0.1%
592.6411
1
<0.1%
592.2163
1
<0.1%
591.8777
1
<0.1%
590.9981
1
<0.1%
590.9276
1
<0.1%
590.6885
1
<0.1%
590.4711
1
<0.1%
590.4175
1
<0.1%
590.0892
1
<0.1%
sensor_23
MISSING:
16
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_22
0.99
sensor_20
0.98
sensor_19
0.98
sensor_21
0.98
sensor_25
0.97
sensor_24
0.97
sensor_14
0.96
sensor_16
0.96
sensor_26
0.96
sensor_17
0.91
sensor_18
0.89
sensor_30
0.85
sensor_33
0.84
sensor_32
0.84
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.10
MOST FREQUENT VALUES
95.08356
1,112
0.5%
95.0835647583008
884
0.4%
95.08355712890628
822
0.4%
0.0
822
0.4%
116.4531
389
0.2%
67.23422241210939
330
0.1%
67.23424
225
0.1%
67.2342376708984
209
<0.1%
67.23422
183
<0.1%
116.453109741211
170
<0.1%
134.4685
140
<0.1%
134.4684
89
<0.1%
134.46847534179702
69
<0.1%
134.468444824219
44
<0.1%
116.453094482422
44
<0.1%
SMALLEST VALUES
0.0
822
0.4%
4.955038
1
<0.1%
4.955095
3
<0.1%
5.153212
1
<0.1%
5.455239
1
<0.1%
5.478064
1
<0.1%
5.57297
1
<0.1%
5.663402
1
<0.1%
5.715966000000001
1
<0.1%
5.775030999999999
1
<0.1%
5.999234
1
<0.1%
6.056227
1
<0.1%
6.071814
1
<0.1%
6.549832
1
<0.1%
6.590658
2
<0.1%
LARGEST VALUES
1227.564
1
<0.1%
1227.494
1
<0.1%
1226.76
1
<0.1%
1224.664
1
<0.1%
1223.299
1
<0.1%
1222.481
2
<0.1%
1219.51
1
<0.1%
1218.995
1
<0.1%
1218.243
1
<0.1%
1218.198
1
<0.1%
1217.494
1
<0.1%
1217.436
1
<0.1%
1215.933
1
<0.1%
1215.78
1
<0.1%
1214.745
1
<0.1%
sensor_24
MISSING:
16
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_19
0.99
sensor_21
0.98
sensor_20
0.98
sensor_22
0.98
sensor_25
0.97
sensor_23
0.97
sensor_16
0.97
sensor_14
0.96
sensor_26
0.94
sensor_17
0.93
sensor_18
0.90
sensor_33
0.86
sensor_30
0.84
sensor_32
0.83
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.10
MOST FREQUENT VALUES
0.0
11,482
5.2%
1000.0
757
0.3%
27.94357
238
0.1%
48.399684906005895
133
<0.1%
62.48373
132
<0.1%
88.36534
121
<0.1%
48.39968
116
<0.1%
48.39969
105
<0.1%
88.3653411865234
83
<0.1%
62.48372
77
<0.1%
62.4837341308594
74
<0.1%
27.9435710906982
60
<0.1%
88.36533
60
<0.1%
88.3653335571289
59
<0.1%
73.9317398071289
54
<0.1%
SMALLEST VALUES
0.0
11,482
5.2%
2.600305
1
<0.1%
2.614013
1
<0.1%
2.619332
1
<0.1%
2.6641790000000003
2
<0.1%
2.676119
1
<0.1%
2.68166
1
<0.1%
2.688701
1
<0.1%
2.708148
1
<0.1%
2.725699
1
<0.1%
2.747863
1
<0.1%
2.7490080000000003
1
<0.1%
2.778206
1
<0.1%
2.7884450000000003
1
<0.1%
2.799045
1
<0.1%
LARGEST VALUES
1000.0
757
0.3%
769.8539999999999
1
<0.1%
769.4531
1
<0.1%
769.44
1
<0.1%
769.3275
1
<0.1%
769.2283
1
<0.1%
769.1568
1
<0.1%
769.1094
1
<0.1%
769.0182
1
<0.1%
768.9503
1
<0.1%
768.8378
1
<0.1%
768.7022
1
<0.1%
768.6793
1
<0.1%
768.6716
1
<0.1%
768.307
1
<0.1%
sensor_25
MISSING:
36
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_19
0.98
sensor_20
0.98
sensor_22
0.98
sensor_21
0.98
sensor_14
0.97
sensor_26
0.97
sensor_23
0.97
sensor_24
0.97
sensor_16
0.97
sensor_17
0.92
sensor_18
0.90
sensor_33
0.85
sensor_32
0.83
sensor_30
0.83
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.08
MOST FREQUENT VALUES
0.0
14,321
6.5%
46.96367
127
<0.1%
57.51852
118
<0.1%
57.51851
107
<0.1%
46.96368
71
<0.1%
57.518524169921896
61
<0.1%
57.5185127258301
41
<0.1%
46.9636726379395
36
<0.1%
7.0800410000000005
20
<0.1%
46.963680267334006
16
<0.1%
70.4455
15
<0.1%
70.44553
15
<0.1%
9.546724
11
<0.1%
4.278127
10
<0.1%
7.065276
9
<0.1%
SMALLEST VALUES
0.0
14,321
6.5%
3.999763
1
<0.1%
4.0230440000000005
1
<0.1%
4.027517
1
<0.1%
4.089335
1
<0.1%
4.099416000000001
1
<0.1%
4.14276
1
<0.1%
4.196619
1
<0.1%
4.206112999999999
1
<0.1%
4.209916000000001
1
<0.1%
4.22556
1
<0.1%
4.232247
1
<0.1%
4.2404980000000005
1
<0.1%
4.246775
1
<0.1%
4.246943
1
<0.1%
LARGEST VALUES
839.575
1
<0.1%
838.9056
1
<0.1%
838.8121
1
<0.1%
836.3646
1
<0.1%
831.5177
1
<0.1%
830.9595
1
<0.1%
822.0353
1
<0.1%
820.7213
1
<0.1%
820.6802
1
<0.1%
820.5165
1
<0.1%
820.4272
1
<0.1%
820.3268
1
<0.1%
820.2111
1
<0.1%
820.0623
1
<0.1%
820.0065
1
<0.1%
sensor_26
MISSING:
20
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_25
0.97
sensor_22
0.96
sensor_23
0.96
sensor_21
0.95
sensor_20
0.95
sensor_19
0.95
sensor_24
0.94
sensor_16
0.93
sensor_14
0.93
sensor_17
0.89
sensor_18
0.88
sensor_32
0.86
sensor_30
0.84
sensor_33
0.83
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.08
MOST FREQUENT VALUES
79.7227020263672
716
0.3%
112.7449
603
0.3%
112.744911193848
481
0.2%
112.744934082031
427
0.2%
97.6399765014648
350
0.2%
97.63996
331
0.2%
97.63998
293
0.1%
79.7227
283
0.1%
79.72269
236
0.1%
97.6399612426758
227
0.1%
126.0527
211
<0.1%
79.7226943969727
134
<0.1%
126.05265045166
96
<0.1%
138.0838
85
<0.1%
126.052665710449
63
<0.1%
SMALLEST VALUES
43.154790000000006
1
<0.1%
45.561240000000005
1
<0.1%
46.8191
1
<0.1%
47.36488
1
<0.1%
49.18372
1
<0.1%
50.42107
1
<0.1%
50.42117
1
<0.1%
50.42122
1
<0.1%
50.42127
1
<0.1%
50.42165
1
<0.1%
50.421690000000005
1
<0.1%
50.42177
1
<0.1%
50.42217
1
<0.1%
50.42293
1
<0.1%
50.423390000000005
1
<0.1%
LARGEST VALUES
1214.42
1
<0.1%
1213.285
1
<0.1%
1183.1
2
<0.1%
1181.157
1
<0.1%
1180.9489999999998
1
<0.1%
1180.652
1
<0.1%
1180.407
1
<0.1%
1180.189
1
<0.1%
1179.978
1
<0.1%
1179.813
1
<0.1%
1179.7
1
<0.1%
1179.494
1
<0.1%
1179.468
1
<0.1%
1179.325
1
<0.1%
1179.31
3
<0.1%
sensor_27
MISSING:
16
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_30
0.56
sensor_33
0.48
sensor_31
0.47
sensor_18
0.46
sensor_17
0.46
sensor_32
0.43
sensor_23
0.42
sensor_35
0.41
sensor_21
0.40
sensor_24
0.39
sensor_16
0.39
sensor_19
0.38
sensor_22
0.38
sensor_20
0.38
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.03
MOST FREQUENT VALUES
0.0
883
0.4%
2000.0
299
0.1%
505.2066
5
<0.1%
519.7059
5
<0.1%
480.3529
4
<0.1%
539.035
4
<0.1%
536.7247
4
<0.1%
540.5148
4
<0.1%
434.741
4
<0.1%
459.2802
4
<0.1%
442.2953
4
<0.1%
448.885
4
<0.1%
445.0241
4
<0.1%
441.8622
4
<0.1%
525.4448
4
<0.1%
SMALLEST VALUES
0.0
883
0.4%
0.0001430985
1
<0.1%
0.0009251828
1
<0.1%
0.008158752
1
<0.1%
0.009971225
1
<0.1%
0.01036245
1
<0.1%
0.01722204
1
<0.1%
0.02071364
1
<0.1%
0.02912826
1
<0.1%
0.03423576
1
<0.1%
0.05801986
1
<0.1%
0.08004745
1
<0.1%
0.2727140999999999
1
<0.1%
0.3424077
1
<0.1%
0.368505
1
<0.1%
LARGEST VALUES
2000.0
299
0.1%
1945.019
1
<0.1%
1943.395
1
<0.1%
1930.473
1
<0.1%
1922.843
1
<0.1%
1903.87
1
<0.1%
1863.333
1
<0.1%
1836.87
1
<0.1%
1767.695
2
<0.1%
1760.875
1
<0.1%
1748.253
1
<0.1%
1733.3870000000002
1
<0.1%
1731.845
1
<0.1%
1713.503
1
<0.1%
1698.979
1
<0.1%
sensor_28
MISSING:
16
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_21
0.81
sensor_20
0.81
sensor_33
0.81
sensor_19
0.81
sensor_24
0.81
sensor_31
0.80
sensor_25
0.79
sensor_16
0.79
sensor_26
0.78
sensor_17
0.78
sensor_14
0.78
sensor_22
0.77
sensor_18
0.77
sensor_23
0.76
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.20
MOST FREQUENT VALUES
1841.146
8
<0.1%
1050.642
8
<0.1%
1006.775
8
<0.1%
1840.539
8
<0.1%
1008.557
7
<0.1%
1045.638
7
<0.1%
1003.057
7
<0.1%
1003.602
7
<0.1%
1005.475
7
<0.1%
1001.348
7
<0.1%
1003.256
7
<0.1%
1000.617
7
<0.1%
1004.388
7
<0.1%
1005.167
7
<0.1%
1002.927
7
<0.1%
SMALLEST VALUES
4.3193470000000005
1
<0.1%
5.828732
1
<0.1%
13.94546
1
<0.1%
15.19261
1
<0.1%
15.281670000000002
1
<0.1%
15.38244
1
<0.1%
15.483579999999998
1
<0.1%
15.5817
1
<0.1%
15.79165
1
<0.1%
15.82684
1
<0.1%
16.16366
1
<0.1%
16.29315
1
<0.1%
16.39264
1
<0.1%
16.40205
1
<0.1%
16.51701
1
<0.1%
LARGEST VALUES
1841.146
8
<0.1%
1841.145
1
<0.1%
1841.139
1
<0.1%
1841.127
1
<0.1%
1840.972
1
<0.1%
1840.958
1
<0.1%
1840.739
2
<0.1%
1840.671
1
<0.1%
1840.615
1
<0.1%
1840.587
1
<0.1%
1840.548
1
<0.1%
1840.542
1
<0.1%
1840.539
8
<0.1%
1839.749
1
<0.1%
1839.376
1
<0.1%
sensor_29
MISSING:
72
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_33
0.79
sensor_24
0.71
sensor_21
0.70
sensor_17
0.70
sensor_19
0.70
sensor_20
0.70
sensor_28
0.69
sensor_18
0.69
sensor_16
0.69
sensor_25
0.68
sensor_31
0.67
sensor_14
0.67
sensor_32
0.65
sensor_22
0.65
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.05
MOST FREQUENT VALUES
2.54629683494568
2,996
1.4%
2.54629588127136
740
0.3%
2.546297
307
0.1%
2.546296
43
<0.1%
550.3021
6
<0.1%
2.546411
6
<0.1%
2.604167
6
<0.1%
2.549768
6
<0.1%
802.1064
5
<0.1%
558.0178
5
<0.1%
709.78
5
<0.1%
2.546298
5
<0.1%
549.8497
4
<0.1%
803.0584
4
<0.1%
568.7518
4
<0.1%
SMALLEST VALUES
0.6365742
1
<0.1%
0.6382928000000001
1
<0.1%
0.7396815999999999
1
<0.1%
0.8487216999999999
1
<0.1%
1.043341
2
<0.1%
1.144878
1
<0.1%
1.190575
1
<0.1%
2.503568
1
<0.1%
2.546271
1
<0.1%
2.54629
1
<0.1%
2.54629588127136
740
0.3%
2.546296
43
<0.1%
2.54629683494568
2,996
1.4%
2.546297
307
0.1%
2.546298
5
<0.1%
LARGEST VALUES
1466.281
1
<0.1%
1464.379
1
<0.1%
1462.6760000000002
1
<0.1%
1462.24
1
<0.1%
1461.302
1
<0.1%
1460.792
1
<0.1%
1458.8529999999998
1
<0.1%
1458.771
1
<0.1%
1458.204
1
<0.1%
1454.865
2
<0.1%
1454.523
1
<0.1%
1454.405
1
<0.1%
1453.996
1
<0.1%
1453.244
1
<0.1%
1453.07
1
<0.1%
sensor_30
MISSING:
261
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_23
0.85
sensor_21
0.85
sensor_26
0.84
sensor_24
0.84
sensor_20
0.84
sensor_19
0.83
sensor_32
0.83
sensor_25
0.83
sensor_22
0.83
sensor_33
0.82
sensor_18
0.82
sensor_16
0.81
sensor_17
0.81
sensor_31
0.79
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.11
MOST FREQUENT VALUES
684.7222
1,244
0.6%
681.4814
1,225
0.6%
679.1666
1,221
0.6%
687.5
1,214
0.6%
687.9630000000001
1,200
0.5%
683.3333
1,196
0.5%
680.0926
1,194
0.5%
685.1852
1,191
0.5%
682.4074
1,186
0.5%
683.7963
1,185
0.5%
681.0185
1,184
0.5%
675.4630000000001
1,179
0.5%
687.0369999999999
1,179
0.5%
692.1296
1,165
0.5%
689.8148
1,164
0.5%
SMALLEST VALUES
0.0
2
<0.1%
4.629630000000001
1
<0.1%
6.481482
1
<0.1%
6.944444
1
<0.1%
7.407407000000001
1
<0.1%
7.870369999999999
1
<0.1%
8.796296
3
<0.1%
9.259259
1
<0.1%
9.722222
3
<0.1%
11.11111
6
<0.1%
11.57407
5
<0.1%
12.03704
7
<0.1%
12.5
8
<0.1%
13.42593
4
<0.1%
13.88889
3
<0.1%
LARGEST VALUES
1600.0
28
<0.1%
1567.13
1
<0.1%
1563.4260000000002
1
<0.1%
1561.111
1
<0.1%
1559.7220000000002
1
<0.1%
1558.796
1
<0.1%
1558.333
1
<0.1%
1557.87
2
<0.1%
1557.4070000000002
2
<0.1%
1556.481
2
<0.1%
1555.556
1
<0.1%
1555.0929999999998
1
<0.1%
1554.167
1
<0.1%
1553.704
3
<0.1%
1553.241
3
<0.1%
sensor_31
MISSING:
16
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_32
0.87
sensor_33
0.85
sensor_21
0.80
sensor_17
0.80
sensor_18
0.80
sensor_26
0.80
sensor_24
0.80
sensor_28
0.80
sensor_30
0.79
sensor_20
0.79
sensor_19
0.79
sensor_25
0.78
sensor_23
0.78
sensor_22
0.78
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.16
MOST FREQUENT VALUES
1800.0
2,509
1.1%
922.3958
659
0.3%
942.7083
648
0.3%
904.1666
647
0.3%
911.9791
640
0.3%
914.5833
639
0.3%
915.1041
633
0.3%
911.4583
630
0.3%
916.6666
627
0.3%
948.4374
622
0.3%
925.5208
622
0.3%
908.8541
621
0.3%
906.2499
621
0.3%
913.5416
621
0.3%
923.9583
620
0.3%
SMALLEST VALUES
23.95833
1
<0.1%
26.5625
2
<0.1%
28.125
1
<0.1%
28.64583
1
<0.1%
30.72917
1
<0.1%
32.29166
1
<0.1%
34.375
1
<0.1%
34.89583
1
<0.1%
35.9375
1
<0.1%
36.45833
1
<0.1%
36.97916
1
<0.1%
39.58333
2
<0.1%
40.10416
1
<0.1%
41.14583
1
<0.1%
41.66666
2
<0.1%
LARGEST VALUES
1800.0
2,509
1.1%
1799.479
3
<0.1%
1798.958
1
<0.1%
1797.917
4
<0.1%
1797.396
3
<0.1%
1796.875
2
<0.1%
1796.354
2
<0.1%
1795.312
3
<0.1%
1794.792
4
<0.1%
1794.271
1
<0.1%
1793.75
6
<0.1%
1792.708
4
<0.1%
1792.187
2
<0.1%
1791.667
1
<0.1%
1791.146
1
<0.1%
sensor_32
MISSING:
68
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_31
0.87
sensor_26
0.86
sensor_33
0.85
sensor_23
0.84
sensor_25
0.83
sensor_21
0.83
sensor_30
0.83
sensor_24
0.83
sensor_22
0.83
sensor_19
0.82
sensor_20
0.82
sensor_17
0.82
sensor_18
0.81
sensor_16
0.81
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.14
MOST FREQUENT VALUES
1829.0275878906305
20
<0.1%
1838.657
17
<0.1%
1838.658
13
<0.1%
1829.028
10
<0.1%
1004.262
5
<0.1%
1011.752
5
<0.1%
1005.398
5
<0.1%
1005.653
5
<0.1%
2.4074079990387003
5
<0.1%
1015.765
5
<0.1%
1010.954
5
<0.1%
1006.669
5
<0.1%
1006.605
5
<0.1%
1001.887
5
<0.1%
1001.935
5
<0.1%
SMALLEST VALUES
0.2407161
1
<0.1%
1.20196
1
<0.1%
1.203623
1
<0.1%
1.203704
1
<0.1%
1.7568150000000002
1
<0.1%
2.4074079990387003
5
<0.1%
2.407408
2
<0.1%
2.40741
1
<0.1%
2.772402
1
<0.1%
6.0342400000000005
1
<0.1%
17.20918
1
<0.1%
19.16116
1
<0.1%
21.45645
1
<0.1%
22.46731
2
<0.1%
22.61559
1
<0.1%
LARGEST VALUES
1839.211
1
<0.1%
1839.086
1
<0.1%
1839.05
1
<0.1%
1839.045
1
<0.1%
1839.04
1
<0.1%
1839.025
1
<0.1%
1838.971
1
<0.1%
1838.929
1
<0.1%
1838.922
1
<0.1%
1838.899
1
<0.1%
1838.871
1
<0.1%
1838.864
1
<0.1%
1838.843
1
<0.1%
1838.841
1
<0.1%
1838.809
1
<0.1%
sensor_33
MISSING:
16
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_21
0.87
sensor_24
0.86
sensor_19
0.86
sensor_17
0.86
sensor_20
0.86
sensor_16
0.86
sensor_32
0.85
sensor_18
0.85
sensor_25
0.85
sensor_31
0.85
sensor_14
0.84
sensor_23
0.84
sensor_22
0.84
sensor_26
0.83
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.10
MOST FREQUENT VALUES
493.6782
6
<0.1%
499.0709
6
<0.1%
507.761
5
<0.1%
503.7334
5
<0.1%
499.4695
5
<0.1%
508.2593
5
<0.1%
507.08
5
<0.1%
553.1188
5
<0.1%
499.9594
5
<0.1%
482.9739
4
<0.1%
495.7769
4
<0.1%
483.9862
4
<0.1%
495.0914
4
<0.1%
564.8275
4
<0.1%
514.2944
4
<0.1%
SMALLEST VALUES
6.460602
1
<0.1%
7.367245
1
<0.1%
7.714192
1
<0.1%
8.337785
1
<0.1%
8.374819
1
<0.1%
9.000406
1
<0.1%
9.063164
1
<0.1%
9.089332
1
<0.1%
9.446596
1
<0.1%
9.477532
1
<0.1%
9.565601
1
<0.1%
9.637031
1
<0.1%
9.718114
1
<0.1%
9.773704
1
<0.1%
9.984587
1
<0.1%
LARGEST VALUES
1578.6
1
<0.1%
1560.963
1
<0.1%
1557.527
1
<0.1%
1554.094
1
<0.1%
1552.149
1
<0.1%
1551.2279999999998
1
<0.1%
1546.953
2
<0.1%
1544.946
1
<0.1%
1543.035
1
<0.1%
1542.229
1
<0.1%
1540.0179999999998
1
<0.1%
1539.8370000000002
1
<0.1%
1536.32
1
<0.1%
1533.4229999999998
1
<0.1%
1530.95
1
<0.1%
sensor_34
MISSING:
16
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_35
0.81
sensor_36
0.76
sensor_26
0.69
sensor_23
0.64
sensor_22
0.64
sensor_25
0.61
sensor_16
0.59
sensor_19
0.59
sensor_20
0.59
sensor_14
0.59
sensor_21
0.59
sensor_17
0.59
sensor_24
0.58
sensor_32
0.57
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.04
MOST FREQUENT VALUES
425.5498
18
<0.1%
425.5497741699221
13
<0.1%
330.5291
4
<0.1%
361.7863
4
<0.1%
176.1691
4
<0.1%
333.5905
4
<0.1%
180.5699
4
<0.1%
353.6568
4
<0.1%
337.4728
4
<0.1%
162.5128
4
<0.1%
172.2413
4
<0.1%
164.0683
4
<0.1%
370.3116
4
<0.1%
180.0476
4
<0.1%
170.3553
4
<0.1%
SMALLEST VALUES
54.88237
1
<0.1%
56.016630000000006
1
<0.1%
56.57959
1
<0.1%
56.81615
1
<0.1%
56.85997
1
<0.1%
56.868930000000006
1
<0.1%
56.8772
1
<0.1%
56.99434
1
<0.1%
57.24434
1
<0.1%
57.37614
1
<0.1%
57.46113
1
<0.1%
57.58268
1
<0.1%
57.6318
1
<0.1%
57.65755
1
<0.1%
57.66545
1
<0.1%
LARGEST VALUES
425.5498
18
<0.1%
425.5497741699221
13
<0.1%
425.5496
1
<0.1%
425.5481
1
<0.1%
425.5477
1
<0.1%
425.5436
1
<0.1%
425.5399
1
<0.1%
425.5264
1
<0.1%
425.5046
1
<0.1%
425.4973
1
<0.1%
425.4673
1
<0.1%
425.4298
1
<0.1%
425.4294
1
<0.1%
425.4226
1
<0.1%
425.3865
1
<0.1%
sensor_35
MISSING:
16
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_34
0.81
sensor_23
0.80
sensor_22
0.77
sensor_26
0.76
sensor_36
0.76
sensor_16
0.73
sensor_17
0.73
sensor_19
0.73
sensor_25
0.73
sensor_21
0.73
sensor_14
0.73
sensor_20
0.73
sensor_24
0.71
sensor_18
0.70
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.09
MOST FREQUENT VALUES
694.479125976563
2,040
0.9%
0.0
728
0.3%
694.4791
188
<0.1%
71.85772
146
<0.1%
83.5329
131
<0.1%
101.6222
124
<0.1%
109.5524
123
<0.1%
60.236430000000006
115
<0.1%
83.5328598022461
88
<0.1%
83.53286
88
<0.1%
44.20145
84
<0.1%
71.85767
79
<0.1%
109.5523
70
<0.1%
109.552368164063
68
<0.1%
60.2364
66
<0.1%
SMALLEST VALUES
0.0
728
0.3%
0.0001323157
1
<0.1%
0.0001333213
1
<0.1%
0.0001550245999999
1
<0.1%
0.0001993172999999
1
<0.1%
0.0002378600999999
2
<0.1%
0.000344738
1
<0.1%
0.0003931974
2
<0.1%
0.0004305916
1
<0.1%
0.0006499793
1
<0.1%
0.0007068274
1
<0.1%
0.0008359055
1
<0.1%
0.0008375632
1
<0.1%
0.0009540102
2
<0.1%
0.001074456
2
<0.1%
LARGEST VALUES
694.479125976563
2,040
0.9%
694.4791
188
<0.1%
694.4789999999999
2
<0.1%
694.4789
1
<0.1%
694.4788
1
<0.1%
694.4785
1
<0.1%
694.4781
1
<0.1%
694.4769
2
<0.1%
694.4764
2
<0.1%
694.4761
2
<0.1%
694.4739
1
<0.1%
694.4713
1
<0.1%
694.4697
1
<0.1%
694.4684
1
<0.1%
694.4675
1
<0.1%
sensor_36
MISSING:
16
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_34
0.76
sensor_35
0.76
sensor_26
0.67
sensor_23
0.66
sensor_22
0.65
Unnamed: 0
0.63
sensor_25
0.62
sensor_20
0.60
sensor_19
0.60
sensor_21
0.59
sensor_14
0.59
sensor_16
0.58
sensor_24
0.58
sensor_32
0.56
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.02
MOST FREQUENT VALUES
97.60552978515628
793
0.4%
111.0354
530
0.2%
57.986328125
500
0.2%
23.6728267669678
498
0.2%
97.60553
445
0.2%
97.6055679321289
418
0.2%
97.60557
305
0.1%
111.03539276123
232
0.1%
123.0076
142
<0.1%
57.98633
120
<0.1%
57.9863433837891
114
<0.1%
23.67283
111
<0.1%
57.986340000000006
110
<0.1%
78.51388
108
<0.1%
123.007583618164
104
<0.1%
SMALLEST VALUES
2.26097
1
<0.1%
4.751796
1
<0.1%
7.280742999999999
1
<0.1%
11.74857
1
<0.1%
12.96608
1
<0.1%
14.02694
1
<0.1%
14.06782
1
<0.1%
14.6629
1
<0.1%
15.39107
1
<0.1%
15.49275
1
<0.1%
15.56989
1
<0.1%
15.66811
1
<0.1%
16.140520000000002
1
<0.1%
16.366329999999998
1
<0.1%
16.799020000000002
1
<0.1%
LARGEST VALUES
984.0607
10
<0.1%
984.060668945313
50
<0.1%
984.059
1
<0.1%
984.0458
2
<0.1%
984.0446
1
<0.1%
984.0242
1
<0.1%
984.0021
1
<0.1%
983.9455
1
<0.1%
983.9208
1
<0.1%
983.8987
1
<0.1%
983.8556
1
<0.1%
983.7943
2
<0.1%
983.7368
1
<0.1%
983.6326
2
<0.1%
983.4868
1
<0.1%
sensor_37
MISSING:
16
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Unnamed: 0
-0.83
sensor_13
-0.52
sensor_35
-0.52
sensor_36
-0.49
sensor_48
-0.45
sensor_34
-0.41
sensor_23
-0.33
sensor_06
-0.31
sensor_22
-0.29
sensor_26
-0.25
sensor_30
-0.23
sensor_29
0.22
sensor_11
-0.22
sensor_25
-0.21
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.07
MOST FREQUENT VALUES
0.0
14,395
6.5%
95.1585235595703
718
0.3%
70.2792282104492
595
0.3%
70.27923
441
0.2%
70.2792510986328
410
0.2%
95.15852
389
0.2%
70.27925
365
0.2%
95.1585540771484
352
0.2%
95.15855
329
0.1%
114.7655
235
0.1%
20.2878646850586
135
<0.1%
20.28786
87
<0.1%
20.2878742218018
75
<0.1%
149.0848
54
<0.1%
20.28787
54
<0.1%
SMALLEST VALUES
0.0
14,395
6.5%
0.0001003513
1
<0.1%
0.0001003748
1
<0.1%
0.0001005699
1
<0.1%
0.0001005764
1
<0.1%
0.000100606
1
<0.1%
0.0001007161
1
<0.1%
0.0001009077
4
<0.1%
0.0001009078
1
<0.1%
0.0001011764
1
<0.1%
0.00010122
1
<0.1%
0.0001012893
1
<0.1%
0.0001012932
1
<0.1%
0.0001014564
1
<0.1%
0.0001016124
1
<0.1%
LARGEST VALUES
174.9012
1
<0.1%
168.5469
1
<0.1%
167.8114
1
<0.1%
167.3743
1
<0.1%
166.5157
1
<0.1%
165.4018
1
<0.1%
165.1652
1
<0.1%
164.6439
1
<0.1%
164.5168
1
<0.1%
164.1461
1
<0.1%
164.1062
1
<0.1%
163.8915
1
<0.1%
163.8283
1
<0.1%
163.6533
1
<0.1%
163.6247
1
<0.1%
sensor_38
MISSING:
27
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_41
0.77
sensor_39
0.52
sensor_42
0.45
sensor_47
0.39
sensor_01
0.38
sensor_02
0.38
sensor_03
0.36
sensor_04
0.36
sensor_43
0.36
sensor_10
0.34
sensor_40
0.33
sensor_11
0.29
sensor_50
0.29
sensor_12
0.27
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.36
MOST FREQUENT VALUES
48.69791
4,771
2.2%
48.4375
4,765
2.2%
48.17708
4,733
2.1%
49.47916
4,697
2.1%
50.0
4,674
2.1%
49.73958
4,666
2.1%
49.21875
4,650
2.1%
47.91666
4,473
2.0%
50.78125
4,450
2.0%
50.52083
4,429
2.0%
47.39583
4,406
2.0%
47.13541
4,390
2.0%
51.30208
4,325
2.0%
46.875
4,311
2.0%
51.04166
4,303
2.0%
SMALLEST VALUES
24.4791660308838
387
0.2%
24.47917
67
<0.1%
24.73958
126
<0.1%
24.739582061767603
541
0.2%
25.0
571
0.3%
25.2604160308838
435
0.2%
25.26042
128
<0.1%
25.7812480926514
191
<0.1%
25.78125
65
<0.1%
26.0416660308838
216
<0.1%
26.04167
53
<0.1%
26.30208
56
<0.1%
26.302082061767603
235
0.1%
26.5624980926514
209
<0.1%
26.5625
51
<0.1%
LARGEST VALUES
417.7083
1
<0.1%
410.4167
1
<0.1%
408.5937
1
<0.1%
407.2917
1
<0.1%
403.6458
1
<0.1%
402.8646
2
<0.1%
402.6042
1
<0.1%
401.3021
1
<0.1%
399.7396
1
<0.1%
398.6979
1
<0.1%
397.6563
1
<0.1%
396.875
1
<0.1%
396.3542
1
<0.1%
394.7917
1
<0.1%
394.5313
1
<0.1%
sensor_39
MISSING:
27
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_42
0.84
sensor_43
0.65
sensor_41
0.64
sensor_38
0.52
sensor_40
0.44
sensor_46
0.18
sensor_00
-0.14
sensor_51
-0.14
sensor_47
0.14
sensor_37
0.12
sensor_05
-0.12
sensor_06
-0.09
sensor_45
0.09
sensor_48
-0.08
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.03
MOST FREQUENT VALUES
34.375
6,093
2.8%
33.59375
5,955
2.7%
35.15625
5,886
2.7%
33.85416
5,729
2.6%
35.41666
5,652
2.6%
34.11458
5,625
2.6%
32.8125
5,562
2.5%
35.67708
5,507
2.5%
36.19791
5,497
2.5%
34.89583
5,478
2.5%
33.07291
5,445
2.5%
36.71875
5,355
2.4%
36.45833
5,306
2.4%
37.5
5,145
2.3%
36.97916
4,996
2.3%
SMALLEST VALUES
19.27083
23
<0.1%
19.270832061767603
129
<0.1%
19.53125
201
<0.1%
19.7916660308838
507
0.2%
19.79167
70
<0.1%
20.05208
72
<0.1%
20.052082061767603
368
0.2%
20.5729160308838
209
<0.1%
20.57292
42
<0.1%
20.83333
64
<0.1%
20.833332061767603
363
0.2%
21.09375
375
0.2%
21.3541660308838
302
0.1%
21.35417
62
<0.1%
21.875
421
0.2%
LARGEST VALUES
547.9166
1
<0.1%
539.5833
1
<0.1%
537.5
1
<0.1%
534.1146
1
<0.1%
525.0
1
<0.1%
523.1771
1
<0.1%
520.0521
1
<0.1%
514.3229
1
<0.1%
499.2187
1
<0.1%
481.7708
1
<0.1%
480.7292
2
<0.1%
477.0833
1
<0.1%
476.8229
1
<0.1%
469.7917
1
<0.1%
469.2708
2
<0.1%
sensor_40
MISSING:
27
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_43
0.78
sensor_39
0.44
sensor_11
0.43
sensor_42
0.41
sensor_46
0.41
sensor_10
0.39
sensor_04
0.38
sensor_12
0.36
sensor_03
0.36
sensor_01
0.34
sensor_48
0.34
sensor_50
0.33
sensor_02
0.33
sensor_38
0.33
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.38
MOST FREQUENT VALUES
61.71875
2,280
1.0%
63.54166
2,239
1.0%
61.19791
2,227
1.0%
63.02083
2,216
1.0%
64.0625
2,197
1.0%
59.89583
2,188
1.0%
62.23958
2,152
1.0%
60.41666
2,151
1.0%
62.5
2,140
1.0%
60.15625
2,138
1.0%
59.63541
2,132
1.0%
65.625
2,130
1.0%
60.9375
2,126
1.0%
62.76041
2,125
1.0%
63.80208
2,124
1.0%
SMALLEST VALUES
23.4375
1
<0.1%
23.6979160308838
236
0.1%
23.69792
32
<0.1%
23.95833
35
<0.1%
23.958332061767603
74
<0.1%
24.4791660308838
278
0.1%
24.47917
80
<0.1%
24.73958
89
<0.1%
24.739582061767603
220
<0.1%
25.0
299
0.1%
25.2604160308838
165
<0.1%
25.26042
95
<0.1%
25.7812480926514
317
0.1%
25.78125
119
<0.1%
26.0416660308838
254
0.1%
LARGEST VALUES
512.7604
1
<0.1%
505.4687
1
<0.1%
490.1042
1
<0.1%
488.0208
1
<0.1%
486.9792
2
<0.1%
480.2083
1
<0.1%
479.1667
1
<0.1%
469.0104
1
<0.1%
467.7083
1
<0.1%
466.1458
1
<0.1%
463.5417
1
<0.1%
460.9375
1
<0.1%
459.6354
2
<0.1%
453.6458
1
<0.1%
453.125
2
<0.1%
sensor_41
MISSING:
27
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_38
0.77
sensor_42
0.73
sensor_39
0.64
sensor_43
0.52
sensor_47
0.35
sensor_40
0.30
sensor_01
0.22
sensor_37
0.19
sensor_44
0.19
sensor_03
0.19
sensor_02
0.18
sensor_46
0.16
sensor_51
-0.14
sensor_04
0.13
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.11
MOST FREQUENT VALUES
35.15625
7,662
3.5%
34.375
7,406
3.4%
33.59375
7,223
3.3%
32.8125
6,597
3.0%
34.89583
6,594
3.0%
33.85416
6,590
3.0%
35.41666
6,530
3.0%
36.71875
6,432
2.9%
36.19791
6,271
2.8%
35.67708
6,233
2.8%
34.11458
6,000
2.7%
33.07291
5,961
2.7%
36.45833
5,633
2.6%
37.5
5,567
2.5%
36.97916
5,188
2.4%
SMALLEST VALUES
20.83333
109
<0.1%
20.833332061767603
392
0.2%
21.09375
816
0.4%
21.3541660308838
555
0.3%
21.35417
112
<0.1%
21.875
387
0.2%
22.1354160308838
171
<0.1%
22.13542
69
<0.1%
22.39583
76
<0.1%
22.395832061767603
160
<0.1%
22.65625
330
0.1%
23.17708
127
<0.1%
23.177082061767603
204
<0.1%
23.4375
503
0.2%
23.6979160308838
304
0.1%
LARGEST VALUES
420.3125
1
<0.1%
419.5312
1
<0.1%
413.0208
1
<0.1%
406.7708
1
<0.1%
396.875
1
<0.1%
382.0313
1
<0.1%
353.3854
2
<0.1%
338.5417
1
<0.1%
327.0833
1
<0.1%
296.875
1
<0.1%
295.8333
1
<0.1%
265.625
1
<0.1%
258.0729
1
<0.1%
234.1146
1
<0.1%
227.6042
1
<0.1%
sensor_42
MISSING:
27
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_39
0.84
sensor_43
0.76
sensor_41
0.73
sensor_38
0.45
sensor_40
0.41
sensor_46
0.25
sensor_47
0.18
sensor_37
0.16
sensor_05
-0.15
sensor_45
0.14
sensor_51
-0.13
sensor_00
-0.13
sensor_44
0.11
sensor_06
-0.11
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.01
MOST FREQUENT VALUES
35.15625
9,555
4.3%
34.375
8,238
3.7%
33.59375
7,380
3.4%
36.71875
7,178
3.3%
32.8125
6,709
3.0%
37.5
6,161
2.8%
35.41666
5,848
2.7%
35.67708
5,589
2.5%
34.89583
5,480
2.5%
36.19791
5,346
2.4%
33.85416
4,805
2.2%
38.28125
4,749
2.2%
34.11458
4,505
2.0%
36.97916
4,384
2.0%
36.45833
4,319
2.0%
SMALLEST VALUES
22.1354160308838
198
<0.1%
22.13542
64
<0.1%
22.39583
56
<0.1%
22.395832061767603
86
<0.1%
22.65625
79
<0.1%
23.17708
55
<0.1%
23.177082061767603
87
<0.1%
23.4375
566
0.3%
23.6979160308838
482
0.2%
23.69792
129
<0.1%
23.95833
165
<0.1%
23.958332061767603
325
0.1%
24.4791660308838
196
<0.1%
24.47917
137
<0.1%
24.73958
137
<0.1%
LARGEST VALUES
374.2188
1
<0.1%
372.6563
1
<0.1%
372.3958
2
<0.1%
371.6146
1
<0.1%
370.8333
1
<0.1%
370.3125
1
<0.1%
369.7917
2
<0.1%
368.4896
1
<0.1%
367.4479
2
<0.1%
367.1875
3
<0.1%
366.9271
4
<0.1%
366.4063
1
<0.1%
365.8854
3
<0.1%
365.1042
3
<0.1%
364.5833
1
<0.1%
sensor_43
MISSING:
27
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_40
0.78
sensor_42
0.76
sensor_39
0.65
sensor_41
0.52
sensor_46
0.48
sensor_38
0.36
sensor_47
0.27
sensor_45
0.24
sensor_44
0.22
sensor_01
0.18
sensor_03
0.17
sensor_05
-0.15
sensor_51
-0.14
sensor_10
0.14
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.12
MOST FREQUENT VALUES
42.1875
5,889
2.7%
41.40625
5,686
2.6%
42.96875
5,673
2.6%
41.66666
5,521
2.5%
43.22916
5,430
2.5%
42.70833
5,396
2.4%
41.92708
5,271
2.4%
40.625
5,258
2.4%
43.48958
5,227
2.4%
40.88541
5,223
2.4%
44.01041
5,179
2.4%
44.53125
4,952
2.2%
45.3125
4,876
2.2%
44.27083
4,793
2.2%
40.36458
4,767
2.2%
SMALLEST VALUES
24.4791660308838
57
<0.1%
24.47917
67
<0.1%
24.73958
92
<0.1%
24.739582061767603
107
<0.1%
25.0
102
<0.1%
25.2604160308838
381
0.2%
25.26042
78
<0.1%
25.7812480926514
124
<0.1%
25.78125
119
<0.1%
26.0416660308838
375
0.2%
26.04167
187
<0.1%
26.30208
120
<0.1%
26.302082061767603
356
0.2%
26.5624980926514
208
<0.1%
26.5625
83
<0.1%
LARGEST VALUES
408.5937
1
<0.1%
407.8125
1
<0.1%
407.5521
1
<0.1%
406.5104
1
<0.1%
405.9896
1
<0.1%
405.4687
1
<0.1%
404.9479
1
<0.1%
404.1667
1
<0.1%
403.9062
2
<0.1%
403.6458
1
<0.1%
402.8646
1
<0.1%
402.3437
1
<0.1%
400.7812
1
<0.1%
398.9583
1
<0.1%
397.6563
2
<0.1%
sensor_44
MISSING:
27
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_49
0.60
sensor_47
0.58
sensor_48
0.40
sensor_45
0.39
sensor_46
0.33
sensor_01
0.32
sensor_03
0.31
sensor_50
0.30
sensor_40
0.29
sensor_11
0.29
sensor_13
0.27
Unnamed: 0
0.26
sensor_12
0.25
sensor_02
0.24
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.24
MOST FREQUENT VALUES
39.0625
5,851
2.7%
40.21991
4,687
2.1%
39.6412
4,659
2.1%
41.66667
4,537
2.1%
41.08796
4,431
2.0%
41.95602
4,416
2.0%
38.77315
4,365
2.0%
38.19444
4,351
2.0%
40.79861
4,329
2.0%
39.35185
4,288
1.9%
40.50926
4,151
1.9%
37.90509
4,077
1.9%
42.24537
3,924
1.8%
42.53472
3,790
1.7%
43.11343
3,790
1.7%
SMALLEST VALUES
25.7523155212402
159
<0.1%
25.75232
108
<0.1%
26.0416660308838
37
<0.1%
26.04167
111
<0.1%
26.331018447876
174
<0.1%
26.33102
205
<0.1%
26.62037
230
0.1%
26.6203708648682
112
<0.1%
27.199070000000003
324
0.1%
27.199073791503896
263
0.1%
27.488426208496104
425
0.2%
27.48843
481
0.2%
27.7777786254883
176
<0.1%
27.77778
330
0.1%
28.067129135131804
135
<0.1%
LARGEST VALUES
1000.0
2
<0.1%
361.6898
1
<0.1%
359.9537
1
<0.1%
353.0092
1
<0.1%
346.9329
1
<0.1%
337.3842
1
<0.1%
336.2268
1
<0.1%
319.4445
1
<0.1%
311.3426
1
<0.1%
298.3217
1
<0.1%
290.5092
1
<0.1%
289.6412
1
<0.1%
289.3518
2
<0.1%
288.1945
1
<0.1%
287.9051
2
<0.1%
sensor_45
MISSING:
27
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_46
0.72
sensor_48
0.44
sensor_49
0.41
sensor_44
0.39
sensor_50
0.31
sensor_01
0.29
sensor_47
0.26
sensor_03
0.25
sensor_43
0.24
sensor_02
0.23
sensor_11
0.22
sensor_40
0.21
sensor_12
0.20
sensor_13
0.19
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.20
MOST FREQUENT VALUES
39.0625
6,330
2.9%
38.19444
4,581
2.1%
40.21991
4,504
2.0%
38.77315
4,501
2.0%
39.6412
4,419
2.0%
37.90509
4,388
2.0%
41.66667
4,145
1.9%
41.08796
4,046
1.8%
41.95602
3,978
1.8%
39.35185
3,921
1.8%
40.50926
3,875
1.8%
37.32639
3,780
1.7%
37.61574
3,759
1.7%
40.79861
3,741
1.7%
36.74768
3,537
1.6%
SMALLEST VALUES
26.331018447876
127
<0.1%
26.33102
125
<0.1%
26.62037
163
<0.1%
26.6203708648682
64
<0.1%
27.199070000000003
390
0.2%
27.199073791503896
321
0.1%
27.488426208496104
372
0.2%
27.48843
570
0.3%
27.7777786254883
272
0.1%
27.77778
425
0.2%
28.067129135131804
171
<0.1%
28.06713
284
0.1%
28.64583
182
<0.1%
28.6458339691162
190
<0.1%
28.93518
139
<0.1%
LARGEST VALUES
320.3125
1
<0.1%
319.4445
1
<0.1%
311.3426
1
<0.1%
311.0533
1
<0.1%
309.8958
1
<0.1%
305.8449
1
<0.1%
302.66200000000003
1
<0.1%
299.7685
1
<0.1%
295.1389
1
<0.1%
294.8495
1
<0.1%
289.3518
1
<0.1%
283.8542
1
<0.1%
274.5949
1
<0.1%
270.2546
1
<0.1%
269.0972
1
<0.1%
sensor_46
MISSING:
27
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_45
0.72
sensor_43
0.48
sensor_40
0.41
sensor_48
0.39
sensor_47
0.34
sensor_44
0.33
sensor_49
0.28
sensor_42
0.25
Unnamed: 0
0.25
sensor_01
0.23
sensor_13
0.23
sensor_03
0.23
sensor_10
0.22
sensor_50
0.22
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.20
MOST FREQUENT VALUES
43.69213
4,001
1.8%
41.95602
3,932
1.8%
43.98148
3,858
1.8%
39.0625
3,820
1.7%
42.53472
3,809
1.7%
44.56018
3,808
1.7%
41.66667
3,803
1.7%
43.11343
3,768
1.7%
45.42824
3,614
1.6%
41.08796
3,575
1.6%
46.00694
3,560
1.6%
43.40278
3,547
1.6%
46.875
3,545
1.6%
42.24537
3,513
1.6%
45.13889
3,445
1.6%
SMALLEST VALUES
26.331018447876
210
<0.1%
26.33102
78
<0.1%
26.62037
72
<0.1%
26.6203708648682
71
<0.1%
27.199070000000003
125
<0.1%
27.199073791503896
429
0.2%
27.488426208496104
389
0.2%
27.48843
178
<0.1%
27.7777786254883
461
0.2%
27.77778
163
<0.1%
28.067129135131804
279
0.1%
28.06713
126
<0.1%
28.64583
102
<0.1%
28.6458339691162
244
0.1%
28.93518
91
<0.1%
LARGEST VALUES
370.3704
1
<0.1%
370.081
1
<0.1%
359.9537
1
<0.1%
353.2986
1
<0.1%
346.3542
1
<0.1%
338.2523
1
<0.1%
331.0185
1
<0.1%
322.6273
1
<0.1%
321.7592
1
<0.1%
320.8912
1
<0.1%
320.0231
1
<0.1%
319.7338
1
<0.1%
315.3935
1
<0.1%
313.6574
1
<0.1%
313.0787
1
<0.1%
sensor_47
MISSING:
27
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_44
0.58
sensor_38
0.39
sensor_41
0.35
sensor_46
0.34
sensor_10
0.34
sensor_03
0.27
sensor_01
0.27
sensor_43
0.27
sensor_40
0.27
sensor_45
0.26
sensor_02
0.26
sensor_50
0.24
sensor_11
0.23
sensor_49
0.23
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.26
MOST FREQUENT VALUES
39.0625
6,003
2.7%
41.66667
4,842
2.2%
41.95602
4,757
2.2%
41.08796
4,711
2.1%
39.6412
4,576
2.1%
42.53472
4,558
2.1%
40.21991
4,555
2.1%
43.11343
4,532
2.1%
43.69213
4,435
2.0%
43.98148
4,302
2.0%
43.40278
4,143
1.9%
42.24537
4,122
1.9%
44.56018
4,101
1.9%
40.79861
3,957
1.8%
40.50926
3,796
1.7%
SMALLEST VALUES
27.199070000000003
47
<0.1%
27.199073791503896
3
<0.1%
27.488426208496104
220
<0.1%
27.48843
88
<0.1%
27.7777786254883
438
0.2%
27.77778
90
<0.1%
28.067129135131804
532
0.2%
28.06713
156
<0.1%
28.64583
157
<0.1%
28.6458339691162
521
0.2%
28.93518
113
<0.1%
28.9351844787598
256
0.1%
29.224536895752
329
0.1%
29.22454
109
<0.1%
29.5138893127441
203
<0.1%
LARGEST VALUES
303.5301
1
<0.1%
299.4792
1
<0.1%
293.9815
1
<0.1%
289.3518
1
<0.1%
285.3009
1
<0.1%
274.0162
1
<0.1%
266.7824
1
<0.1%
265.0463
1
<0.1%
263.0208
1
<0.1%
244.213
1
<0.1%
242.1875
1
<0.1%
223.3796
2
<0.1%
221.9329
1
<0.1%
220.4861
1
<0.1%
220.1968
1
<0.1%
sensor_48
MISSING:
27
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_50
0.76
sensor_49
0.61
sensor_11
0.57
sensor_13
0.55
Unnamed: 0
0.52
sensor_12
0.50
sensor_03
0.46
sensor_37
-0.45
sensor_45
0.44
sensor_06
0.44
sensor_44
0.40
sensor_04
0.39
sensor_46
0.39
sensor_10
0.38
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.37
MOST FREQUENT VALUES
31.5393524169922
925
0.4%
30.9606475830078
840
0.4%
27.199073791503896
592
0.3%
27.488426208496104
571
0.3%
31.8287029266357
513
0.2%
65.68287
496
0.2%
74.94213
493
0.2%
70.60185
489
0.2%
69.15509
485
0.2%
63.65741
483
0.2%
76.67824
482
0.2%
75.23148
477
0.2%
78.41435
476
0.2%
80.15046
475
0.2%
78.7037
474
0.2%
SMALLEST VALUES
26.331018447876
284
0.1%
26.33102
48
<0.1%
26.62037
70
<0.1%
26.6203708648682
75
<0.1%
27.199070000000003
187
<0.1%
27.199073791503896
592
0.3%
27.488426208496104
571
0.3%
27.48843
186
<0.1%
27.7777786254883
188
<0.1%
27.77778
92
<0.1%
28.067129135131804
262
0.1%
28.06713
150
<0.1%
28.64583
157
<0.1%
28.6458339691162
331
0.2%
28.93518
126
<0.1%
LARGEST VALUES
561.632
1
<0.1%
560.1852
1
<0.1%
554.6875
3
<0.1%
548.9005
1
<0.1%
546.875
1
<0.1%
546.5856
1
<0.1%
540.7986
1
<0.1%
538.4838
1
<0.1%
538.1945
2
<0.1%
537.0369999999999
1
<0.1%
536.4583
1
<0.1%
532.118
1
<0.1%
525.4630000000001
1
<0.1%
525.1736
1
<0.1%
524.8843
1
<0.1%
sensor_49
MISSING:
27
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_48
0.61
sensor_44
0.60
sensor_50
0.55
sensor_11
0.41
sensor_45
0.41
sensor_12
0.38
sensor_03
0.37
sensor_01
0.37
sensor_02
0.34
sensor_13
0.30
sensor_06
0.30
sensor_04
0.30
sensor_46
0.28
Unnamed: 0
0.27
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.29
MOST FREQUENT VALUES
46.875
3,665
1.7%
54.6875
3,131
1.4%
51.21528
3,017
1.4%
51.79398
2,986
1.4%
50.34722
2,944
1.3%
49.76852
2,919
1.3%
49.47917
2,895
1.3%
53.24074
2,851
1.3%
52.662040000000005
2,826
1.3%
53.53009
2,796
1.3%
53.81944
2,736
1.2%
48.90046
2,713
1.2%
54.1088
2,695
1.2%
50.92593
2,649
1.2%
50.63657
2,643
1.2%
SMALLEST VALUES
26.62037
51
<0.1%
26.6203708648682
236
0.1%
27.199070000000003
97
<0.1%
27.199073791503896
112
<0.1%
27.488426208496104
556
0.3%
27.48843
162
<0.1%
27.7777786254883
664
0.3%
27.77778
157
<0.1%
28.067129135131804
246
0.1%
28.06713
89
<0.1%
28.64583
108
<0.1%
28.6458339691162
311
0.1%
28.93518
156
<0.1%
28.9351844787598
451
0.2%
29.224536895752
335
0.2%
LARGEST VALUES
464.4097
1
<0.1%
460.0694
1
<0.1%
458.6227
1
<0.1%
457.7546
1
<0.1%
456.8866
2
<0.1%
451.6783
1
<0.1%
445.6018
1
<0.1%
442.419
1
<0.1%
438.6574
1
<0.1%
432.581
1
<0.1%
430.8449
1
<0.1%
430.2662
1
<0.1%
423.0324
1
<0.1%
422.1643
1
<0.1%
417.2454
1
<0.1%
sensor_50
MISSING:
77,017
(35%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_11
0.80
sensor_04
0.77
sensor_48
0.76
sensor_10
0.76
sensor_02
0.75
sensor_12
0.72
sensor_00
0.67
sensor_01
0.62
sensor_03
0.62
sensor_06
0.61
sensor_49
0.55
sensor_07
0.52
sensor_09
0.47
sensor_08
0.46
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.21
MOST FREQUENT VALUES
31.8287029266357
760
0.5%
32.4074058532715
667
0.5%
28.067129135131804
622
0.4%
190.9722
609
0.4%
193.8657
601
0.4%
198.4954
596
0.4%
188.3681
589
0.4%
196.4699
580
0.4%
205.4398
578
0.4%
203.9931
573
0.4%
197.338
572
0.4%
31.5393524169922
570
0.4%
186.6319
567
0.4%
202.5463
566
0.4%
192.7083
562
0.4%
SMALLEST VALUES
27.488426208496104
3
<0.1%
27.48843
8
<0.1%
27.7777786254883
356
0.2%
27.77778
162
0.1%
28.067129135131804
622
0.4%
28.06713
284
0.2%
28.64583
194
0.1%
28.6458339691162
388
0.3%
28.93518
120
<0.1%
28.9351844787598
324
0.2%
29.224536895752
209
0.1%
29.22454
81
<0.1%
29.5138893127441
211
0.1%
29.513890000000004
93
<0.1%
30.09259
82
<0.1%
LARGEST VALUES
1000.0
46
<0.1%
483.5069
1
<0.1%
482.9283
1
<0.1%
481.7708
1
<0.1%
477.7199
1
<0.1%
475.1158
1
<0.1%
472.2222
1
<0.1%
469.9074
1
<0.1%
466.4352
1
<0.1%
464.9884
2
<0.1%
463.2523
1
<0.1%
458.6227
1
<0.1%
456.8866
1
<0.1%
451.3889
1
<0.1%
449.9421
1
<0.1%
sensor_51
MISSING:
15,383
(7%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sensor_06
0.43
sensor_00
0.43
sensor_05
0.35
sensor_07
0.35
sensor_09
0.31
sensor_08
0.31
sensor_01
-0.17
sensor_03
-0.16
sensor_41
-0.14
sensor_39
-0.14
sensor_43
-0.14
sensor_42
-0.13
sensor_38
-0.12
sensor_40
-0.10
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_status
0.00
MOST FREQUENT VALUES
1000.0
3,063
1.5%
191.2616
1,152
0.6%
204.5718
1,146
0.6%
193.5764
1,135
0.6%
190.9722
1,132
0.6%
194.4444
1,128
0.6%
201.6782
1,112
0.5%
192.419
1,105
0.5%
195.3125
1,103
0.5%
198.4954
1,102
0.5%
194.1551
1,101
0.5%
197.338
1,096
0.5%
199.3634
1,095
0.5%
190.1042
1,091
0.5%
197.9167
1,090
0.5%
SMALLEST VALUES
27.7777786254883
66
<0.1%
27.77778
97
<0.1%
28.067129135131804
340
0.2%
28.06713
160
<0.1%
28.64583
89
<0.1%
28.6458339691162
200
<0.1%
28.93518
44
<0.1%
28.9351844787598
148
<0.1%
29.224536895752
141
<0.1%
29.22454
31
<0.1%
29.5138893127441
96
<0.1%
29.513890000000004
38
<0.1%
30.09259
30
<0.1%
30.092592239379897
96
<0.1%
30.381940000000004
29
<0.1%
LARGEST VALUES
1000.0
3,063
1.5%
466.1458
1
<0.1%
442.419
1
<0.1%
440.9722
2
<0.1%
440.3935
1
<0.1%
437.5
1
<0.1%
432.2917
1
<0.1%
427.0833
1
<0.1%
419.8495
1
<0.1%
418.6921
1
<0.1%
416.3773
1
<0.1%
410.8796
1
<0.1%
410.0116
2
<0.1%
406.8287
1
<0.1%
404.2245
1
<0.1%
machine_status
MISSING:
---
TOP CATEGORIES
NORMAL
205,836
93%
RECOVERING
14,477
7%
BROKEN
7
<1%
ALL
220,320
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
machine_status
PROVIDES INFORMATION ON...
THESE FEATURES GIVE INFORMATION
ON machine_status:
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)